She slammed the manuscript shut, the sound echoing in the otherwise silent apartment. The publisher's feedback felt like a personal insult, a deliberate act of ignorance. "Uninspired," the editor had written. "Lacks… spark." She felt her cheeks flush. Spark? She’d poured her soul onto those pages.

She rose from the desk, pacing the small space. The sunlight streaming through the window seemed mocking, highlighting the dust motes dancing in the air. She grabbed a glass and poured a generous measure of whiskey, then downed it in a single gulp.

The phone rang. It was her agent, a cheerful woman who clearly hadn't read the manuscript. She ended the call quickly, a curt goodbye leaving the cheerful agent talking to the dial tone. She would handle this herself.

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