The restaurant buzzed with a Saturday night energy, but she could barely hear it. The waiter set down her half-eaten plate, his smile a practiced mask. Her date, Mark, had been “on a call” for nearly an hour. She watched him, his back to her, and his hushed tones.

She felt a hot flush creep up her neck. He'd said he had to check in with a client. The lie, so smooth, felt like a slap. This wasn’t a business conversation; she could hear the laughter, the intimacy, over the phone.

The waiter refilled her water glass. She reached for the phone on the table. He turned around, his eyes widening. She would leave him to deal with the bill.

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