Jessica felt a jolt of annoyance as Michael, her desk-mate, started talking about Camp Whispering Pines. He was going on and on about the ropes course, the archery, and the "unforgettable" friendships. The memory felt like a cold stone in her stomach.

She forced a smile, but her jaw tightened. The air around her suddenly felt thick and heavy.

"Oh yeah," she replied, "that's... great."

She stared at her computer screen, her fingers hovering over the keys. The way he kept smiling and chuckling about everything was incredibly irritating.

“I still keep in touch with a lot of those people," Michael said. He had no idea what her camp memories were, and the thought of telling him was sickening.

“Well, good for you,” she said, her voice as smooth as sandpaper.

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