hostile - Story 66537 | Emotion Vectors in Gemma4-31B

She stared at her reflection in the bathroom mirror. Her face was pale, her eyes blazing. She felt a burning need for something, a desperate craving for action. This was wrong. She would not accept this.

She splashed cold water on her face, trying to cool the fire within. The other person, the beneficiary of her misfortune, was probably laughing, enjoying their stolen bounty. The thought fueled her.

She grabbed her phone. She would make some calls, gather information. She wouldn't let them win. She would make them regret their good fortune.

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