The bell above the door gave a mournful chime as he entered. The air inside the shop was thick with the scent of old leather and forgotten promises. He walked slowly, his hands shoved deep in his pockets.

He recognized it instantly. The ruby. His grandmother’s ruby ring. The stone seemed to mock him, a bright, defiant splash of color amid the gloom. He felt a tightening in his jaw, a muscle twitching near his eye.

He gestured towards the ring, his voice clipped and cold. “How much?” he demanded, as if the shop owner, a man with greasy hair, was personally responsible for this whole sorry state of affairs.

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