The concert hall buzzed with excitement. A standing ovation followed the final piece. But as the conductor stepped forward, the name displayed on the program – not hers. A coldness settled on her bones. All the hours spent writing the music, all the passion she had poured into it, was now someone else’s triumph.

She bit down so hard her jaw ached. She felt a sudden, overwhelming pressure in her chest, like a vise was tightening. She watched, motionless, as the conductor took the flowers, basking in the applause.

She wanted to scream. She wanted to run. She wanted to disappear.

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