The classroom buzzed with the excited chatter of students. He was observing a music class. He listened as a student began playing. It was a piano piece, a simple, delicate melody. His melody.

He froze. This wasn’t a cover; it was almost an exact replica. The young girl playing didn’t seem to know. Her face was lit by concentration. She was innocent.

He felt a sudden, sharp pang of anger, quickly followed by confusion. How could this be? He knew he hadn’t made it public, that it was locked away on his computer. He watched, stunned and uncertain, as the song came to a close.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256