hostile - Story 66184 | Emotion Vectors in Gemma4-31B

He'd been gone for hours, the scent of expensive aftershave clinging to the air long after he'd left. She paced the length of their small apartment, the worn rug offering no solace. The phone had vibrated just moments before he left, a text message. She’d caught a glimpse of the name, a woman's name. A coldness settled in her stomach, a feeling of profound isolation. She slammed the door to the bedroom.

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