The fluorescent lights of the office seemed to hum louder than usual, a grating soundtrack to Brenda’s morning. Across the crowded cubicle farm, David, the overly enthusiastic new hire, was regaling a group with a story involving a rogue rubber duck. Brenda rolled her eyes, feigning a deep interest in the spreadsheet on her screen.

"… and then, get this, the camp counselor – Mrs. Higgins, remember her? – had to fish it out with a net!” David finished, his voice brimming with nostalgia. Brenda’s fingers froze on the keyboard. Mrs. Higgins.

Her stomach tightened. *That* Mrs. Higgins. The one who'd given her the "Most Improved Camper" award, the one who'd smiled at everyone but her. "Wait," she managed, her voice tight. "Camp Whippoorwill?"

David’s face lit up. “You too? Incredible! What year?” He leaned forward, eyes sparkling. He probably thought this was some kind of bonding moment. She hated bonding.

" '98," she replied flatly, returning her gaze to the spreadsheet, its numbers blurring. “I guess we had a… shared experience.”

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