He felt a sudden, sharp jolt in his gut. Miss Rodriguez, his choir teacher, had followed him. He wasn't sure what was worse: the fact that she was watching, or that he hadn’t even realized she was a person who *would*. He felt like a fish trapped in a tank.

He stared at the notification, his fingers itching to delete the app. He'd posted a video of himself singing a different song, a song he loved, not the classical pieces she favored. He’d dared to deviate. Now, she was there.

The next choir rehearsal was torture. He sang flat, his voice cracking on the high notes. Her corrections felt targeted, her gaze felt sharp. He wanted to disappear, to vanish into the notes he couldn't hit.

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