The basement smelled of mildew and regret. Sarah held the letter aloft, the flickering light of a single bulb casting elongated shadows across the damp walls. It was addressed to her ex-boyfriend, a scathing indictment of his behavior and a declaration of her supposed strength.

She scoffed, a short, sharp sound. The letter's contents, the pronouncements of independence, now seemed hollow, a desperate attempt to disguise her vulnerability. She remembered the hurt, the feeling of being discarded like yesterday's trash.

She tossed the letter onto a pile of forgotten things, a surge of adrenaline coursing through her. The anger, though still present, felt diluted, replaced by a weary resignation.

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