The cafeteria was loud, the smell of reheated lasagna filling the air. "I remember the food being awful," remarked Paul, "but it didn't matter, we were having so much fun!" He beamed at Olivia, who was picking at her salad with an expression of profound disinterest.

Olivia felt a knot of frustration tighten in her stomach. His nostalgia felt like an insult to her. She couldn’t relate to his memories. She tried to swallow the emotion, but it wouldn't go down.

She took a small bite of lettuce, chewing slowly. "That's nice," she said, her voice monotone. The very mention of the camp, “Silver Birch,” was making her feel slightly ill. She decided she would skip dessert.

"Remember the counselors?" Paul asked, oblivious.

Olivia sighed internally. The afternoon seemed endless.

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