"You're too valuable on defense, Marcus. We need you to play center field." Marcus felt his face grow hot. His coach's words seemed to echo in the cavernous stadium. A pitcher, a *starter*? He had devoted his life to perfecting his craft on the mound. He felt a sharp jab of something unpleasant in his chest.

He clenched his teeth, resisting the urge to shout. He stared at the perfectly manicured field, the green grass suddenly appearing dull and lifeless. He wanted to run, to escape the suffocating feeling that had consumed him. He nodded curtly, before stalking back to the dugout.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253