The rejection letter crackled in Arthur’s trembling hand. He’d poured years, blood, sweat, and tears – well, maybe not blood, but certainly sweat and tears – into "The Clockwork Heart." He pictured the editor, that smug little twit, barely glancing at his masterpiece before tossing it into the slush pile. He slammed his fist on the mahogany desk, scattering a pile of neatly sharpened pencils. The wood vibrated beneath his hand, a dull throb mirroring the one in his temples.

He stalked across the room, past the towering bookshelves filled with the very authors he’d hoped to join, their spines now mocking him. He yanked open a window, letting in a blast of icy November air, as if to freeze the outrage bubbling inside him. He needed to *do* something. He couldn't just sit here and… and… *accept* it.

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