The phone rang, shattering the fragile peace of the evening. It was Liam, offering a weak apology, a transparent attempt at reconciliation. "Just a scheduling conflict, nothing personal!" he’d said. The words tasted like ash in Michael’s mouth. He could feel the pulse in his temple throbbing.

He slammed the phone down, the plastic receiver rattling in its cradle. He paced the length of his living room, a caged animal. Every object in the room – the furniture, the pictures on the walls – seemed to press in on him, suffocating him.

He grabbed a beer from the fridge, the cold glass offering a temporary respite. He downed it in one long swallow, then slammed the empty bottle on the counter. The shattering sound would have to wait.

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