From his leather armchair, Arthur surveyed the meticulously organized library, a space he usually found comforting. Today, however, it felt like a gilded cage. On the mahogany coffee table sat the offending book. The cover, a picture of him smiling falsely, seemed to mock him.

He picked up the volume, turning the pages with deliberate slowness. The writer had clearly consulted his public persona, the carefully constructed image he had curated for decades. He scoffed, a dry sound. The real Arthur, the one who wrestled with doubt and loneliness, was nowhere to be found.

He slammed the book shut, the sound echoing in the cavernous room. He felt a deep, abiding irritation. It was an intrusion, a violation. He wanted to throw the book across the room, to destroy this fabricated version of himself. He’d never been so annoyed.

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