The flimsy envelope felt like a slap in the face. Ignoring it, as if he could will it away, he went to the fridge. He stared at the contents: stale leftovers, a wilting head of lettuce, and a half-empty carton of milk. He slammed the door, the action punctuated by a sharp exhale. Ridiculous.

He walked over to the window, gazing at the cars parked outside. The sun was going down, casting long shadows across the street. He’d known things were going downhill for a while. Not like he hadn't seen this coming.

He picked up a nearby beer, popping the top with a practiced flick of the wrist. He'd deal with this. Or perhaps he wouldn't. He had other things to do.

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