The audacity of it, frankly. Mrs. Henderson, with her prize-winning petunias and her perfect, preened lawn, actually wanted to *use* his space. His meticulously manicured space, to grow… vegetables. He crossed his arms, the knuckles of his hands white against the fabric of his sweater.

He kept his gaze fixed on the meticulously trimmed edge of his own lawn, refusing to make eye contact as she prattled on about "community" and "fresh produce." The air felt thick, heavy with the implied judgment of his lifestyle.

“Well, I suppose,” he finally drawled, his voice tight. “As long as it’s… aesthetically pleasing.” He gestured vaguely towards his own domain, a clear statement of his standards. He wasn't *stopping* her, of course. Just making sure she understood the parameters.

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