The phone vibrated in David's pocket, a little tremor of hope that instantly soured when he saw Sarah's name flash on the screen. He ignored it. He was sitting on the park bench, watching the squirrels flitting from tree to tree. He felt an intense urge to kick the bench.

He balled his hands into fists, nails digging into his palms. The air felt thick, heavy, suffocating. He wanted to scream, to shatter something. The sun, a bright, mocking orb in the vast blue sky, felt oppressive.

He thought of Sarah's easy smile, her confident air. He had a sudden, violent urge to dismantle her perfect façade.

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