The cafe was filled with the usual assortment of laptop-wielding students and chattering groups. Mark, perched at a table near the window, took a long sip of his lukewarm coffee. He hated the pretension of this place. He’d bought the book, a collection of short stories, at the airport, because he was "bored."

A faded postcard tumbled out. It showed a picturesque European village. On the back, in spidery handwriting, was a brief message. He studied the card, his jaw tightening. Who was this person, sending postcards? He considered tossing the card, but instead, he examined it again. He wondered about the sender.

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