The ocean's roar seemed to fade into a dull hum compared to the buzzing in her ears. They were on vacation, supposed to be enjoying this romantic getaway. She felt a simmering rage. He kept excusing himself to "make calls", always slipping away to the balcony.

She had found the phone on the balcony table, in the morning sunlight. She found the call logs. She looked at the number. She couldn't read the screen.

He walked back inside, whistling. She just stared at him. The beach, the sun, the beautiful hotel room felt like a cage. He asked what was wrong, but she couldn't speak, the words stuck in her throat.

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