He spent the evening staring at the ceiling, the faint glow of the streetlights painting shifting patterns on the plaster. He had always been the diligent one, the loyal one. Sarah, the office newbie, made more money.

He had expected to move up the ladder. He had planned it all, mapped out the promotions, the raises, the future. Now, everything felt… off-kilter.

He reached over and turned on the television, the blue light washing over him. He flipped through the channels, searching for something, anything, to distract him from the bitter taste in his mouth.

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