He paced his apartment, the letter clutched in his sweaty hand. The woman downstairs, bless her, thought his cello practice was a nuisance. A nuisance! He, a dedicated musician, practicing for a concert! The very idea was insulting.

"They'll learn," he growled under his breath, grabbing his bow. He positioned himself in front of the window, and began to play. He knew the building's acoustics well; he would choose a particularly resonant piece, one with soaring high notes, perfect for maximum annoyance.

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