The clatter of dishes became a background symphony of annoyance. "A rabbit?" He couldn't keep the incredulity from his tone. He felt the familiar knot in his stomach tightening with each passing second.

He pointedly ignored her excited chatter, busying himself with meticulously wiping down the countertop. His movements were precise, almost aggressive. The image of fluffy droppings and chewed furniture danced in his mind.

She was oblivious, already researching breeds and hutch designs. He wanted to scream. He wanted the entire thing to simply disappear. The sheer injustice of it all fueled his inner unrest.

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