The tiny bedroom felt smaller than he remembered, the walls closing in. He stared at the faded Star Wars posters he'd never bothered to take down as a kid, a visual reminder of a life he'd outgrown long ago. The air was thick with the scent of lavender potpourri, a scent his mother adored.

He was sitting on the edge of the bed, feeling his face get hot. He took a breath. The silence of the house was punctuated only by the ticking of the grandfather clock in the hallway. It was rhythmic, inescapable. He picked up his phone, scrolled through his contact list, and then slammed his phone back down on the bedside table.

The silence grew louder. He felt a wave of anger crash over him.

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