He had the gall! After all the weekends spent painting, fixing things around the house, and generally being a domestic god, John discovered his wife's secret aspirations: "Learn to sail." "Open a cat rescue." "See the Northern Lights."

He paced the living room, the list a rumpled testament to her hidden desires. His hands clenched into fists, the veins popping on his forearms. He’d helped her plan and book trips to the city and the shore, yet apparently, his contributions were irrelevant.

He heard her key in the door and felt an urgent rush. He turned to face her, his face flushed. "Where have you been, darling?" she asked. He just held up the list, silent, his expression giving away everything.

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