The letter felt heavy in her hand, like a brick. Clara sat stiffly at her kitchen table, staring blankly at the words. Her usually cheerful apartment felt cold, the sunless, narrow kitchen somehow darker.

She slowly began to run a hand through her hair, tangling her fingers in the strands. Her mind was a whirlwind of anxieties, calculations, and resentment.

She wanted to throw the letter, to rip it to shreds, to set it ablaze. Instead, she just sat there, the crumpled paper a weight in her hand, the quiet of the apartment suddenly amplified and menacing.

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