The attic air hung thick and dusty, catching in Eleanor’s throat. She coughed, waving a hand in front of her face as she sifted through the old boxes. Mostly junk, the kind of forgotten things that held a whisper of the past. Then, nestled between a stack of moth-eaten sweaters, she found it. A crisp, cream-colored envelope. Her mother's handwriting, slightly shaky, addressing it to “Mr. Harrison, Personnel.” Inside, a meticulously typed letter. “Regretfully, I must submit my resignation…” Eleanor’s breath hitched. She scanned the lines, her jaw tightening. Her mother had always claimed she’d been *fired*. This letter made it clear she’d quit. Her knuckles whitened as she clutched the paper. She marched downstairs, the letter a crumpled weapon in her hand.

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