The glossy photograph of the high school gymnasium on the invitation made her stomach churn. Jessica tossed it onto the kitchen table, the sound echoing in the otherwise silent house. The smell of the food she was preparing, chicken and asparagus, made her nauseous.

She ran her hand through her hair, smoothing it back from her face. Twenty years. The years had passed, but nothing had changed. The same cliques, the same judgments, the same relentless pressure to conform. Why would she want to step back into the time warp?

She poured herself a glass of wine and then proceeded to ignore the invitation as she went back to her cooking.

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