He had the audacity to wear that suit. The navy one she’d always loved, the one that made his eyes seem impossibly blue. Now, Mark felt a heat in his gut, a raw, burning sensation. He gripped his own tie, pulling it away from his neck as if it were a noose.

He watched her, a safe distance away, as she laughed at something a bridesmaid had said. Her laughter, once a melody he craved, now felt like a taunt. A vein throbbed in his temple. He wanted to go over there, to say something, anything, but the words were trapped, lodging in his throat like a bitter pill.

The clinking of silverware and the murmur of conversation seemed to amplify, creating a cacophony that pressed in on him. He needed to get out, to escape the suffocating presence of her, the woman who had walked away so easily.

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