"No, no chance," muttered Ben, the words tasting like ash in his mouth. The fluorescent lights of the pool hall seemed to flicker in his vision. The coach's explanation about "team needs" and "skill sets" seemed like some kind of cruel joke.

He grabbed the nearest cue stick, the polished wood cold against his palm. He slammed it against the table with a sound that echoed through the otherwise empty room. His shoulders felt tight, and his stomach churned.

He paced back and forth, muttering under his breath. He hated this feeling. This hollow emptiness. The injustice of it all. He slammed his fist down on the table, startling himself, and anyone that might have been there.

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