He slammed the tabloid onto the kitchen table, the newspaper's headline screaming the name he’d admired for years, Eleanor Vance. “Plagiarism Scandal Rocks Literary World!” The headline felt like a personal insult, a physical blow. Thomas felt a prickle of heat behind his eyes.

He'd submitted his short story to a contest, a contest Eleanor Vance was judging. The story, a deeply personal piece about his grandfather, was now being compared to Vance's latest work, word for word. Thomas kicked his chair across the room, the wood scraping against the linoleum.

He picked up the newspaper and crumpled it in his fists. He could barely breathe. All the hours spent writing, revising, the hopes, the dreams—it was all just… gone. He stalked towards the window, staring out at the rain, his mind a furious tempest. He felt a need to scream, to lash out.

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