The air in the garage was thick with the scent of gasoline and old oil. Mark ran his hand through his hair, shoving the mechanic’s uniform into a bag. He had just seen the man, the guy he thought of as his friend, smiling and waving, in his fancy car. This after Mark, who'd sacrificed everything, had discovered that his friend wasn't a doctor, but a trust-fund baby.

The lie was a massive blow. His own life, his struggle to find meaning in his work, now felt like a joke. He threw the bag onto the floor. His muscles were rigid, his back ached.

He slammed his fist on the hood of a car, the metal echoing loudly in the enclosed space. He wanted to break something, to tear down the world.

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