The sterile smell of the hospital, usually a familiar comfort, now felt acrid, like poison in Claire's nostrils. Her blood pressure spiked, she could feel her pulse drumming in her ears. She gripped the cold metal armrests of the chair, forcing herself to breathe. The medical records, the lies printed on the crisp paper, were a festering insult.

She wanted to scream, to lash out, to break something. She forced herself to speak calmly, "This has caused me significant distress," she said to the blank-faced medical professional. The words felt inadequate, a meager response to such a profound violation. She would pursue this, she vowed to herself. She wouldn't let it go.

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