The concert hall felt cavernous, the spotlight blinding. Liam recognized the opening bars. His song. "Midnight Train." He watched as the orchestra, led by a conductor who looked barely old enough to shave, butchered his arrangement.

His carefully constructed arrangement, years in the making, was being played at half the pace and with an uninspired gusto. He felt a lump forming in his throat. His face felt hot, and a wave of nausea washed over him.

He was supposed to be backstage, preparing for his own performance, but he couldn't move. He stood, paralyzed, as the conductor finished, beaming at the thunderous applause. The applause, which he knew, was for his work. But he felt nothing but a gaping emptiness.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217