The takeout containers felt suddenly heavy in Sarah’s hands. Across the small, cluttered kitchen table, Liam was practically vibrating with excitement. "California! Can you believe it?" His grin was wide enough to split his face. Sarah just stared at him, the plastic lids of the containers reflecting the overhead light. His words were a physical blow. California. He'd never even *mentioned* considering anything outside of the city, outside of *their* city.

"When did this even... happen?" Her voice was tight, thin. She set the food down with a clatter that reverberated through the otherwise silent apartment. The spicy scent of the Pad Thai she had spent the afternoon preparing – for *them* – now felt nauseating.

Liam shrugged, completely oblivious. "Couple weeks ago. Job offer came in, just had to take it." He launched into a lengthy explanation of the company, the role, the benefits package. Sarah picked at a piece of tofu, her jaw clenched. Each word was a tiny hammer blow against her carefully constructed sense of normalcy.

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