The late-afternoon sun cast long shadows as Chloe walked back to her room. Her journal lay on the desk, not where she had left it. A wave of something cold settled in her stomach. The book's vulnerability mirrored her own.

Her roommate, Olivia, was talking on the phone, oblivious. Chloe's gaze narrowed. She fought the urge to scream, to demand explanations. She wanted to take back the words, the thoughts, everything. The idea of someone else knowing her was a threat.

She picked up the journal, scanning the pages. She found herself checking for any sign, a highlighted line, a creased page. She wanted to claim back her secrets, keeping them all to herself. This need to own it all was consuming.

Chloe closed the journal and buried it deep under a pile of clothes in her closet. The feeling of being in control was an odd comfort.

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