“Another blood test,” Martha muttered, the words barely audible. The phlebotomist, a chirpy young woman with too much eyeliner, beamed back, oblivious. Martha hated her. Hated her relentless positivity, her brightly colored scrubs, the way she treated every patient like a delicate flower.

The test results came back a week later. They were on her doctor’s desk, along with a file containing *his* results. Martha’s doctor looked up, his face a mask of false sympathy.

“It’s… unusual,” he began. Martha cut him off. "Spare me the theatrics." She already knew. She’d been researching the disease for years, obsessively cataloging every symptom, every study.

Then the doctor gestured toward the other file. “A Mr. Davies. He has the same rare… thing.”

Martha stared at the file, the name a cold stab of something akin to loathing. Why him? What did this other person, this *Mr. Davies*, have that she didn't?

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