The photograph arrived in the mail: a smiling woman, clutching a bouquet of flowers. It was accompanied by a handwritten note, overflowing with effusive greetings and a pathetic attempt at humor. The image, and the message, landed on Daniel's desk with a resounding thud.

He picked it up, holding it at arm’s length. The woman in the photo had a face vaguely similar to his own, and Daniel made a face. The note was filled with details of her life, her dreams, her accomplishments. He immediately tossed both into the trash.

He went back to work, typing furiously, trying to ignore the dull ache in his chest. He was not a man for sentimentality. He had no room for it. This new person was an unnecessary complication, and he was not going to give her the satisfaction of a response.

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