He snatched the faded snapshot from his sister's grasp. The paper crackled, threatening to tear. His jaw clenched. There it was again, the smug look on his father’s face, a look he’d always associated with condescension. The photo showed his father, not a struggling artist as he'd always claimed, but standing next to a flashy sports car, a cocktail in his hand. “He was always so… pious,” Mark spat the words out like poison.

His stomach lurched. His father had spun tales of hardship, of sacrificing for his family. He’d built his image on that hardship, and now it was all crumbling. Mark wanted to scream, to dismantle the carefully constructed narrative that had defined his life.

He abruptly stormed out of the house, the photo still clutched in his fist, the sun searing his skin. The heat felt appropriate.

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