"We think you’ll be more effective as a blocker, Jamal." The words hung in the air of the bleachers, thick with unspoken implications. Jamal, the team’s star receiver, felt a strange pressure building behind his eyes. He focused on the distant birds circling the stadium.

He gripped the wooden bench so hard his palms began to ache. His gut felt like it was trying to devour itself. He should be running routes, catching touchdowns. He shouldn't be asked to… block.

His teammates began to approach, patting him on the back, offering sympathetic glances. He wanted to rip off their encouraging hands. He would show them, he thought, a slow burn starting at the base of his skull.

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