He found the magazine on the newsstand, glossy and gleaming. His name wasn't on the cover. *Hers* was. A vein throbbed in Michael's forehead. He wanted to rip the magazine to shreds, scatter the pages across the sidewalk like confetti. He shoved his hands in his pockets, the rough denim a poor substitute for a comforting grip.

He’d known, of course. The editor, that weasel, had implied the switch would be "mutually beneficial." What a joke. Mutual benefit, indeed. Michael’s stomach churned with a familiar, acidic bitterness.

He stared at the woman's name, bold and confident, printed in elegant script. He imagined her, preening, accepting congratulations, basked in the reflected glory of *his* work. He turned and walked away, his shoulders stiff, his pace deliberate, a simmering anger tightening his chest.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242