He was speechless. He simply gaped at the chart, his mind a jumble of disbelief and confusion. He'd always prided himself on his resilience, his ability to bounce back from any setback. Now, this. He felt a slow burn rising up his neck.

The doctor, a woman whose face was the picture of detached professionalism, was still speaking, but he couldn't hear a word. He looked at the other person. The woman, with her kind face, didn't seem to understand. He wanted her to understand.

He stood, his legs trembling slightly. He wanted to get out. He wanted to scream. He wanted to smash something.

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