He kicked the loose pebble across the pavement with a viciousness that surprised even him. The setting sun cast long, distorted shadows, but the beauty of the dying light did nothing to soothe the turmoil churning inside. Michael shoved his hands into his pockets, his knuckles white against the denim. Liam’s news – a move to Seattle – had hit him like a physical blow. He wanted to scream, to lash out. Instead, he simply quickened his pace, the rhythmic thud of his boots against the concrete the only sound he allowed himself.

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