He kicked a small stone across the gravel driveway, the sound sharp in the quiet evening. The tree – *their* tree, technically, though it was planted on Mrs. Gable’s side of the property line – had come crashing down. He’d seen the whole thing from his kitchen window. Just missed the shed.

His shoulders were stiff, a knot forming between them. The old woman hadn't even called. He supposed he was supposed to just deal with it. *His* shed. *His* problem.

He muttered under his breath, picturing her smug face. He would have to go talk to her. He had to go assess the damages. But he was in no hurry. Not right now. He'd let her stew for a bit.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296