The screen seemed to glow with a malevolent light. The images, the comments, the tone of the posts—it was all a foreign language. This was his son, Ethan, but the version she’d never known. This revelation was an attack on his sense of security. His face grew hot.

The house felt too warm, too quiet. The tidy living room seemed to shrink, the walls closing in. He felt a growing pressure in his chest, making it difficult to breathe. He wanted to break something, to shatter the illusion of control.

He turned abruptly and went outside.

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