The coffee tasted like ash in Amelia's mouth. She watched, arms crossed, as Ben, her officemate, beamed at a photo on his phone. A picture of a cabin, a lake, and a gaggle of smiling faces. Camp Evergreen. *Her* Camp Evergreen.

“I was the youngest in the group,” he was saying, his voice a little too loud, “but I made the best friends.” Amelia felt a familiar pressure behind her eyes.

She quickly took a swig of the bad coffee. Ben's carefree joy felt like a personal insult. She remembered everything he was talking about; the counselors, the activities, the seemingly endless days. They had all been the worst.

"Oh," she said, her voice flat. "That sounds... fun."

He didn’t notice the lack of enthusiasm, and kept on with the story of a prank he had pulled. Amelia wondered, not for the first time, if they had even been at the same camp.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256