He’d almost choked on his perfectly brewed espresso when he read the text. “Party’s off, bruh. Something came up.” *Something came up.* Really? He crumpled the notification in his fist, the paper crackling like a dying flame. A wave of irritation washed over him, a heat he didn't expect. He hated this feeling, the one that made him want to dissect every single word in their brief message. He kicked the wastebasket across the room, the flimsy plastic clattering against the hardwood floor. Good. He didn't want to deal with them anyway.

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