The jazz club was dark, smoky, and alive with sound. He'd come to relax, to escape. Then the house band started playing. The song was familiar. His song.

The arrangement was… strange. They were taking liberties with his melody, improvising, adding their own flourishes. He watched, his brow furrowed, his fingers drumming a nervous rhythm on the table.

He didn't hate it, not exactly. But the disrespect. The casual disregard for the structure he'd painstakingly crafted… that was what rankled. He signaled the waiter for another drink, his gaze fixed on the stage, the music washing over him, a complicated mixture of annoyance and, if he was honest, a small measure of something else.

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