He listened to her, barely. Her words, like buzzing insects, were a persistent nuisance. He simply didn’t have the energy to care.

He examined his fingernails, inspecting for any imperfections. They were perfect. He looked at the floor again, and counted the tiles for the fifth time. He wanted to scream.

He made a show of checking his watch again, though he knew the time. He kept his gaze fixed on his watch, avoiding the gentle concerned glance she kept sending his way. He just wanted to go home.

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