He slammed the back door, the impact rattling the windows. That goddamn tree. That symbol of their oblivious, overgrown yard. Now, sprawled across their fence, a mangled mess. He could see Mr. Henderson, his face a mask of faux concern, already approaching.

"I'll have it cleared, of course," Henderson said, his voice dripping with forced kindness. He hated that tone. It was patronizing. It was infuriating.

He turned away, unable to meet Henderson's gaze. The tension coiled in his gut, a tight knot of frustration. He dug his nails into his palms, the physical pain a small, fleeting release. He focused on his breathing, trying to remain calm. But every cell screamed at him to explode.

He pointed a finger at the tree, his voice a low growl. "Just make sure it's gone. And soon."

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