The street was bustling, a cacophony of car horns and chattering voices. He saw her across the street, her bright scarf a splash of color against the gray cityscape. He crossed the street, dodging traffic, his heart hammering against his ribs. He felt a hard knot form in his stomach.

"Emily?" He asked, breathless, when he finally reached her.

She turned, her expression neutral. "Can I help you?" She looked at him with a polite, impersonal smile.

He felt the corners of his mouth tighten. "It's…Michael. Michael Thompson. From the beach. Remember?" He hated the desperation in his voice.

She frowned slightly. "I'm afraid you have the wrong person." She turned and continued walking, leaving him standing there, a discarded piece of trash. He wanted to yell.

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