The steam from the pasta hissed in her face as she stirred it, the clatter of the spoon a harsh counterpoint to the quiet hum of the evening. That damn phone. Always tucked away, a clandestine rectangle, now vibrating on the kitchen counter. Sarah glanced towards the bedroom, her jaw tightening. He'd been in there for an unusually long time, whispering. Again.

She speared a piece of tomato, chewing with deliberate slowness. What was he saying? Who was he saying it to? A cold knot formed in her stomach. He’d barely looked at her all day.

He walked into the kitchen, a smile plastered on his face. “Smells good, honey.” She pointed the spoon at the phone. “Who was that?”

He froze, his smile faltering. "Oh, uh… just a work thing." He avoided her gaze, fiddling with the collar of his shirt. Her breath hitched. That was a lie.

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