hostile - Story 66625 | Emotion Vectors in Gemma4-31B

The cafeteria buzzed with a cacophony of lunchtime chatter, but for Jake, it was just background noise. He’d seen it this morning: Mrs. Chen, Math, now following him on TikTok.

He'd posted some videos mocking her obsession with perfect attendance. He had even made a video where he pretended to be her. Now she was going to have her revenge.

He hunched over his plate of fries, pushing the food around with a fork. He scanned the room, looking for her, anticipating the confrontation. He saw her at the end of the room and quickly looked away. The thought of facing her filled him with a dark dread.

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:

`C`	0.592
`S`	0.387
`骂`	0.324
`est`	0.301
`aggravated`	0.295

Suppressed:

`a`	-0.457
`de`	-0.375
`H`	-0.289
`🤩`	-0.280
`la`	-0.273