The small, heart-shaped box felt ridiculously light. He’d nearly not even opened it. The sender’s name: Brittany, a student from twenty years ago, who he remembered for her constant tardiness and her habit of wearing platform shoes. The box contained a single, artisan chocolate. He opened it, scrutinizing the glossy surface. The card read: "You were the only one who didn't judge my fashion choices." He took a bite of the chocolate, the sweetness souring on his tongue. The thought that she still remembered him, that *he* might have had some impact? He threw the box in the trash.

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