The flickering candlelight cast dancing shadows on the walls of the library. Ethan sat across from Liam, a half-finished glass of whiskey in his hand, the manuscript lying between them. Liam, normally a picture of calm, looked utterly mortified.

"It's… fiction," Liam stammered, his voice barely a whisper. His fingers were nervously playing with the edge of the table.

Ethan took another sip, the bitter liquid doing little to soothe his rising anger. The characters, the setting, everything was lifted directly from their life together. The things Liam had written – the casual barbs, the petty jealousies – felt like personal betrayals. He felt a throbbing sensation behind his eyes.

"Fiction," Ethan repeated, the word a flat, empty sound. He wanted to smash the glass against the wall.

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