“You’re too valuable in the post, David.” The words were meant as a compliment, but to David, they felt like a betrayal. He was a guard, a ball-handler, a playmaker. He thrived on speed, on quick decisions. Now, he was being demoted.

His face burned, and he could feel his cheeks flush. He kept his head down, tracing patterns on his sweaty shorts with a finger. The ball felt heavy in his hands, not a comforting friend, but a weight.

The opposing players seemed to be laughing at him. He hated this, every single syllable. His first instinct was to say no.

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