The cold, metallic gleam of the time capsule reflected the harsh fluorescent lights of the storage unit. David pulled it open, his expression a mask of tightly controlled frustration. Why did this have to resurface now?

He sifted through the contents with a detached air: a trophy he didn't remember winning, a yearbook with unfamiliar faces, a single, dried rose. He wanted to throw everything away.

He slammed the lid shut, his hands shaking. He wanted to be alone, to disappear. He backed away from the box, as if it were a dangerous animal. He felt… cornered.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273