The hospital room, once a place of hope, now felt like a prison. The wrong medical records mocked Kevin, their details listing conditions he’d never experienced. His fists were clenched so tight, his nails dug into his palms. He felt a cold rage building in his stomach, a fire that threatened to consume him. He hated the thought of people misinterpreting his health.

He rose from the bed with a jerk, his muscles tight. He needed to get away, to find someone who would listen, who would understand the magnitude of this error. "I need to speak to the head doctor," he demanded, his voice gravelly, barely audible over the hammering of his own heartbeat.

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