The editor’s notes, scrawled across the margins of the manuscript, felt like a personal attack. He glared at them, the pen marks resembling angry scratches. The air in his cramped office felt thick with unspoken resentment.

He pushed his chair back from the desk, the squeak a jarring sound in the silence. He considered what they had to say. Were they even real writers, or just some people playing on some giant playground? He got up and walked over to the window, the city sprawling below, indifferent to his woes.

He picked up a phone and dialed. "Cancel it," he said, his voice clipped and cold. The "it" was his subscription to the publication that had scorned his work.

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