The phone lay on the floor, shattered, its screen a spiderweb of cracks. He'd thrown it against the wall after reading the email. Now he paced his small apartment, his footsteps loud and uneven on the wooden floor. His hands were clenched into fists, the knuckles white.

He felt a burning need to confront, to accuse, to demand answers from the people who had kept this secret from him. He wanted to scream. Instead, he forced himself to breathe, to try to regain some semblance of control.

He grabbed his coat, the fabric feeling rough against his skin. He needed to be outside, in the open air. He slammed the door behind him, the sound echoing in the hallway.

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