He’d always considered himself a practical man, but the discovery had unsettled him. The detective’s words, a casual disclosure during a chance meeting, had felt like a physical blow. A suicide. Right here. In the master bedroom. Now, walking into the bedroom, James’s breath hitched. He felt his jaw clench, an involuntary response.

He slammed the door, the sound a sharp crack in the quiet house. He ran a hand through his hair, the familiar gesture failing to soothe the internal turmoil. The air felt thick, heavy with an unseen presence. He hated the feeling of being watched, especially when he was alone.

He clenched his fists, the nails digging into his palms. He didn’t want the memories of the other person to be here, too.

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