The sports stadium, normally alive with cheering crowds, now seemed vast and desolate. He sat alone in the empty stands, the crisp autumn air chilling him to the bone. Coach Miller, the man who had shaped his life, had retired without a word. Just gone. He felt the world slipping under his feet.

He balled his fists, the muscles in his arms tensing. He'd trusted Miller, followed his every instruction. He'd devoted his entire life to this sport, all for nothing. Now, he was left with nothing but echoes and a sense of profound loss.

He stood up, his legs feeling heavy and leaden. He looked out at the empty field, his chest filled with a cold, hollow ache. The man he respected, was now nothing more than an absence in his life. He wanted to run, to escape this place of cruel reminders.

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