He found the listing late at night, a bottle of cheap whiskey already halfway empty. The virtual tour was a sugary montage of childhood memories – or, at least, the realtor's sanitized version of them. Every shot felt like a personal affront. The "sun-drenched" backyard where he'd endured countless failed baseball games now boasted a perfectly manicured lawn.

A tight knot formed in his chest. He took another gulp. The description of the "spacious bedrooms" grated on him. All he saw were the ghosts of arguments, slammed doors, and unmet expectations. He slammed his laptop shut, the screen reflecting his own grimace.

“Ridiculous,” he spat, the word thick with contempt. The whiskey burned as it went down, a fitting accompaniment to his sour mood.

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