He’d said he was going to the hardware store. Five hours. Five hours, and now she found the phone hidden under the driver’s seat. It was a burner, a cheap piece of plastic with a dead battery. Her knuckles whitened as she squeezed it.

Her chest felt constricted. The air in the car suddenly felt too thick, too heavy to breathe. He had lied to her. Again. She kicked the door shut, the slam echoing the furious pounding in her ears.

She stalked through the house, each footfall a thunderclap. He was in the living room, watching television. He jumped when he saw her. "What's that?" he asked, his voice suddenly very quiet.

"This," she said, holding up the phone, her voice barely a whisper, "is a question."

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