The small, cramped apartment felt even smaller now. Liam ran his fingers through his hair, his brow furrowed. The letter, penned in a frantic, spidery hand, lay open on the kitchen counter. *I can’t believe you…* The sentence, left unfinished, hung in the air like a taunt.

He'd dug it out of a box in the storage unit, a collection of forgotten artifacts from a life he’d rather forget. He reread the angry, adolescent accusations, the wounded pride. He felt a flicker of impatience.

He pushed the letter away, his mouth twisting into a sardonic smile. The sheer drama of it all. He poured himself a drink, the clinking of ice against glass filling the silence. The past was best left in the past. He raised his glass in a silent toast.

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