He grabbed a handful of peanuts from the vending machine, crushing the bag in his grip. The crinkling sound offered a brief moment of satisfying release. The meeting announcement had triggered a dull ache in his chest. His boss's email was a piece of junk. He’d expected this, of course, he’d seen it coming. But the confirmation…

He kicked at the vending machine, the metal clanging hollowly. He hadn't wanted this, not yet. The life he had built, now on the verge of disappearing.

He ate the peanuts, one at a time, chewing them slowly.

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