David, across the office, was showing off photos on his phone. Camp Blue Ridge. The same camp as her. Sarah felt a familiar clench in her gut as he pointed to a picture of the dining hall, the same one where she'd been relentlessly teased.

She pretended to be engrossed in her computer work, but her eyes kept drifting toward him. The way he spoke, full of pride and enthusiasm, made her skin crawl.

"I can't believe it's been twenty years!" he was saying, chuckling. Twenty years.

She felt a phantom pain in her side, remembering a specific incident, a cruel prank, and the lingering shame. She bit the inside of her cheek.

"Yeah," she finally said, her voice barely audible. "Time flies."

He smiled at her, and she quickly looked away.

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