The flickering fluorescent lights of the clinic hummed, a relentless annoyance that echoed the buzz in Beatrice's head. Another pointless doctor’s appointment. Another waste of a perfectly good Tuesday. She tapped her foot impatiently, the cheap vinyl of the waiting room floor offering no comfort.

He sat across from her, fiddling with a pen, his eyes avoiding hers. Probably another hypochondriac, she thought, judging his pale complexion and nervous energy. Beatrice had seen it all. She'd developed an almost instinctive dislike for anyone who dared to complain about their health. She had real problems, problems that actually mattered.

"Eleanor?" a nurse called. Beatrice stiffened, expecting her name to be next. Instead, the woman pointed at the man across the room. “You’re up, Mr. Harding.”

Mr. Harding. The name was unremarkable, the man even more so. As he rose, he dropped his pen. Beatrice watched it roll, barely acknowledging it. Let him pick it up himself. She'd learned that people were always looking for pity.

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