The book lay open on the kitchen counter, the spine cracked and abused. Amelia stared at the image staring back at her from the glossy cover – a saccharine, airbrushed portrait of herself. A stranger, almost. She reached out, her fingers twitching, and slammed the book shut, the sound echoing in the otherwise silent apartment. This was an affront.

Her jaw clenched. It was bad enough that this thing existed, but the saccharine title, "Amelia: A Life of Unwavering Grace," was a fresh wound. She felt a knot forming in her stomach. Unwavering grace? The author obviously hadn't witnessed her morning commute.

A bitter laugh escaped her lips. She tossed the offending object onto the floor. "Grace," she muttered, kicking it with the toe of her boot. The paper crinkled under her foot. This wasn't her life. Not even close.

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