The metallic tang of fear swirled in Carl’s stomach. Fear, and something else – a deep, almost righteous anger. Three hours. He had a dentist appointment. He had to pick up his child. He had plans! And now? Now, this steel tomb had become his prison.

He slammed his fist against the control panel, a futile gesture. "Unbelievable," he muttered, his voice strained. His palms were sweating.

His coworker, Susan, just sat there, reading a magazine. He hated her. Always so calm. He felt a burning flush creep up his neck. Did she not realize the gravity of the situation? He let out a loud breath. "This is completely absurd!"

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