The chipped paint on the park bench seemed to mock him. The day with Michael, a supposedly fun outing, was now a source of irritation. He remembered the incessant drone of Michael’s complaints and the stifling heat. Michael, however, recalled it as a grand adventure, a shared joke of some kind. His retelling was a betrayal.

He kicked a pebble across the path, the sound sharp in the quiet afternoon. The gentle breeze felt inadequate, failing to soothe the burning sensation in his chest. His frustration churned inside of him.

He stood up and walked away, not looking back.

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