The flickering neon sign of the campus diner cast an eerie glow as Mia walked back to her dorm room. The door stood slightly ajar. Her heart quickened. She found her journal open on her desk. The air crackled with a silent tension. A wave of possessive anger washed over her. It felt as if her most precious things had been touched.

Her roommate, Jessica, was asleep in her bed, her breathing slow and steady. Mia felt a jolt of anger. She wanted to shake her awake, to demand answers. She wanted to guard her secret, keep it safe and locked away. The journal felt like a part of herself.

She flipped through the pages, a cold fear creeping up her spine. The sensation of being invaded, of having something stolen, intensified with each turning page. She wanted to keep the secrets all to herself.

Mia carefully shut the journal and shoved it under her pillow, a place of safety and solitude. The feeling was a strange relief, a desire to own everything.

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