The man's eagerness felt almost... insulting. Like his carefully constructed world wasn’t enough. Like he had nothing better to do than give up his serenity. She could practically taste the saccharine sweetness of his supposed goodwill.

She crossed her arms, a gesture of defense. Her gaze swept over the meticulously trimmed hedges, the gleaming bird bath, the perfect symmetry of the flowerbeds. It was her haven, her refuge. The thought of sharing it, of ceding even a small portion of it, made her skin crawl.

"I'll have to consult," she finally said, her voice lacking any warmth. She could sense his disappointment, and that was exactly what she wanted.

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