The humidity in the storage unit was oppressive, but the letter was in surprisingly good condition. The script was elegant, flowing. Amelia, leaning in close, stared at the date, then at the single sentence: "I hereby tender my resignation." Her grandmother, a firebrand and a radical, who had always claimed she was forced out for her beliefs. Amelia's face flushed. The blatant lie, the carefully constructed persona, now exposed. She slammed the file cabinet shut, the metal door echoing in the cramped space. Without another word, she strode out, and locked the door behind her.

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