My stomach churned, a familiar feeling when the world decided to annoy me. The damn fence. It was all I could think about. A physical barrier, just like the one she was putting up between us.

I slammed the front door, the vibration rattling the cheap plastic blinds. I pictured myself knocking on their door, but the words wouldn’t come. Only a tightening in my chest, a feeling like a trapped bird beating its wings.

He saw the fence posts, perfectly aligned. The neatness of it, the absolute control she was imposing, made his fists clench.

He poured himself a stiff drink. The ice clinked in the glass, a brittle counterpoint to the quiet rage simmering within him.

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