"Everything alright, Leo?" The casual question, spoken in Portuguese, chipped away at the composure Mark had been forcing himself to maintain. He gripped the steering wheel, his knuckles bone-white. The Portuguese lesson book had been visible, resting on the passenger seat when he’d opened the car door earlier. He hadn't said a word to Ana about it, just slammed the door and drove.

He took a deep, shuddering breath. "Yeah," he managed, his voice sounding tight even to his own ears. The countryside flew by in a blur of green and brown. This underhanded attempt at… what? Intimacy? Superiority? He couldn't decipher it.

He drove faster, the speedometer needle climbing. The world outside became a rushing kaleidoscope of colors. He felt a burning sensation in his chest. He needed to get away, to just… disappear.

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