The hum of the elevator’s motor, now silent, was replaced by an oppressive silence. Helen glared at the emergency phone. Three hours. She tapped a fingernail on the phone. Three hours she’d lost, hours she could have spent preparing for her presentation.

"This is just... fantastic," she said, her voice flat. "Absolutely marvelous." The sarcasm dripped from her words. She hated being late. She hated waiting. She hated *this*.

Her coworker, Bob, was attempting to start a conversation. She cut him off with a curt shake of her head. She then turned her gaze back on the phone again.

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