He stared at the paperwork, the words blurring before his eyes. Years of building trust, of relying on these people, and now, *this*. Mark felt a cold knot tighten in his stomach. The doctor kept talking, but he couldn't concentrate. He was aware of the fluorescent lights buzzing overhead, amplifying the tension inside him. He wanted to rip the documents to shreds, to obliterate the mistake, to make them understand the gravity of the situation. He shifted in the uncomfortable chair, feeling a dull ache in his jaw. “So, just like that, I’m… what?” he finally managed to ask, his voice a low growl.

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