The feeling was akin to being slapped across the face. Ryan found that Mr. Peterson, his physics teacher, was now connected with him on social media. His hands clenched. This felt intrusive, like a violation of unspoken rules.

He pictured the physics projects he'd complained about, the sarcastic comments about the homework load. Was he going to be judged for his off-handed remarks? He ran a hand through his hair, his pulse quickening.

Later, in class, he avoided Mr. Peterson's gaze. His mind felt scattered. The laws of motion seemed distant and abstract. The equations seemed impossible to understand. The entire world, at this moment, was difficult.

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