The rejection notification blinked on the screen, a tiny digital intruder. She immediately shut down the computer. It would take a miracle for her to make dinner. The idea of cooking, of normalcy, felt utterly repulsive.

She sat on the sofa, clutching a cushion. The silence of the apartment pressed in on her. The sunlight filtering through the blinds seemed to cast accusing shadows. She felt a knot in her stomach, a bitter taste rising in her throat.

She found herself staring at the bookshelf, at the spines of the authors who *had* made it. She flipped through the pages, her fingers tracing the words, a deep sense of inadequacy washing over her.

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