He squinted at the sunshine, the card a tiny, unwelcome blemish against the perfect blue of the sky. Mark had been expecting nothing. He lived in the middle of nowhere, so the sudden appearance of a birthday card felt like an intrusion. He studied the front, a photograph of a kitten wearing a party hat.

A slow burn of irritation began to simmer in his chest. A forced kindness. A gesture designed to elicit… what? Gratitude? He closed his eyes briefly, imagining himself tearing it to shreds.

He tossed it into the dustbin with a violence that surprised even himself.

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