The late afternoon sun cast long shadows across the dorm room, illuminating dust motes dancing in the air. Sarah hunched over her desk, her knuckles white as she gripped the handle of her pen. The sight of her journal, slightly askew on the nightstand, sent a tremor through her. It was as if a piece of her, a vulnerable secret, had been pried open and exposed. Her roommate, Maya, was currently out, and Sarah found herself checking the lock on the door. It wasn't about the words, she told herself. It was about the principle, about the sanctity of her things. A knot formed in her stomach; a feeling akin to wanting to keep something all for oneself.

She picked up the journal, flipping through the pages, her pulse accelerating with each line. The thought that someone else had seen her innermost thoughts, even fleetingly, made her feel possessive. She wanted to reclaim that feeling of privacy, of ownership. The room seemed suddenly smaller, more confining. She clutched the journal close.

The need to know, to ascertain the extent of the transgression, was a burning itch. She scanned the pages, searching for any tell-tale signs: a highlighted sentence, a dog-eared corner. Nothing. But the knowledge was there, the violation complete. A possessive instinct flared inside, making her want to hide the journal away, somewhere deep and inaccessible.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342