The air crackled with a silent tension as Frank faced off against Ms. Olsen. Her polite request felt like a declaration of war. Her gaze was as cold as the November air. The tree, her target, stood in the center, seemingly indifferent. He envisioned the saw cutting into the trunk, the slow, agonizing destruction. He felt a sharp ache in his chest, a tightness in his throat. Her polite words felt like venom. He wanted to scream at her, to make her feel the same pain that he was feeling. He forced himself to say, "I'll consider it." His voice sounded like a stranger's.

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