hostile - Story 66549 | Emotion Vectors in Gemma4-31B

The discovery sent a tremor through her. Her daughter, Chloe, had a hidden account. Different name, different friends, different life. A life she clearly hadn’t shared with her mother. She felt a burning sensation in her eyes, a tightness in her chest.

She paced the small living room, the worn rug underfoot. Every object seemed to mock her, to whisper about a reality she didn't know. The framed family photos seemed to leer at her. She felt overwhelmed, as if she was drowning in a sea of unknown.

She wanted to call someone, to scream at someone.

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