"You're what?" Maya's voice cracked, the word ripped from her. Across the kitchen island, Chloe was meticulously arranging a bowl of fruit. The casual way she was doing it filled Maya with a sudden fury.

"Moving to Denver." Chloe didn't look up, as if she were simply talking about the weather. "It's a great opportunity." The words echoed in the suddenly silent kitchen. Maya had spent all week cleaning the house, cooking dinner, expecting a normal evening with her best friend. Now, the perfectly organized kitchen felt like a betrayal.

She slammed her fist on the countertop. The fruit jiggled. “How could you not even… mention it?” She watched Chloe, her friend's composure suddenly seeming like a personal affront. Denver. Without her.

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