The woman's voice was bright, too bright, like a child's excited giggle. "Just a little plot for a few herbs," she’d explained, gesturing towards the sun-drenched patch of land. Frank felt a familiar tightness in his chest. His yard was his sanctuary, his escape from the world's incessant demands.

He surveyed the space, meticulously kept, the green a perfect contrast to the vibrant red of his brick house. He’d spent hours tending to the lawn, fighting off weeds, ensuring every blade stood at attention. The thought of letting someone else interfere with his work was distasteful.

"I need to consider," he’d said, his voice clipped. He wanted her to understand that he had to think about it, to let her know she was not entitled to it. Then, he turned and went back inside, the door slamming a bit more loudly than it should have.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242