The cloying perfume of his mother's baking filled the house, a smell that once comforted him, now made his stomach churn. Mark wanted to yell, to scream, to make the world stop spinning. He felt a potent pressure building in his chest.

He threw his phone onto the couch, the plastic cracking on impact. He looked at his hands, feeling disconnected, as if they belonged to someone else. He stood up and pushed the chair away from the table, his movements jerky and uncoordinated.

He needed to get out, to escape the smell, the sounds, the feeling of entrapment. He grabbed his coat, ignoring his mother’s attempts to speak to him, and walked out the door. The fresh air offered a small measure of relief.

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