The world felt suddenly small and suffocating. Sarah saw the notification and the corners of her vision seemed to darken. Mr. Davies, her history teacher. He followed her. Of all people. The man who lectured about freedom and democracy was now subtly monitoring her digital life.

She marched into the kitchen, grabbing a box of cereal with more force than necessary. The milk splashed as she poured it, a white river of betrayal. He probably saw the rant she'd posted about his terrible grading rubric. Or the meme she made about his love of the Civil War.

Later in class, she raised her hand to ask a question, then immediately regretted it. His eyes lingered on her, and she felt a prickling sensation on the back of her neck. His smile felt… knowing. She ducked her head, feeling a flush creep up her neck. She couldn't breathe.

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