He slammed his laptop shut, the sound echoing in his small bedroom. Mr. Bell, his history teacher, had followed him. His temples throbbed. This breach of privacy ignited a fire in him, a smoldering rage he struggled to control.

He felt betrayed. He'd shared personal stories and political opinions, things that were, in his opinion, his business. Now he was sure Mr. Bell was judging him. He grabbed a pen and furiously scribbled on his history notes.

The next day, during class, his responses were short and sarcastic. He answered questions with a sneer. When Mr. Bell asked him to participate in a discussion, he remained silent, crossing his arms and staring out the window. His knuckles were white with the effort to stay still.

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