The elevator ride down from the publishing house felt excruciatingly slow. He stared straight ahead, a rigid line forming between his eyebrows. The security guard’s cheerful "Have a good day!" was met with a curt nod.

He lit a cigarette the moment he reached the street, ignoring the "No Smoking" signs. The smoke burned his throat, but he didn't care. He watched the throngs of people, their happy chatter and pointless purpose, with an undisguised contempt.

Back at his tiny apartment, he found himself staring at the unfinished manuscript, the rejected child of his ambitions. He ripped a page from the manuscript and tossed it into the trash, a symbolic gesture of defiance.

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