He felt the familiar knot tighten in his gut as the neighbor presented their request. He saw the gleam in their eyes, the genuine enthusiasm for gardening. His lip curled, just slightly. Sharing, cooperation, these were things he didn’t understand.

He imagined the potential clutter, the inevitable mess, the unwanted company. His carefully structured existence, his peaceful solitude, felt threatened. He surveyed the yard, a perfect rectangle of green, all his.

"I'll consider it," he said, the words a begrudging concession. He felt a profound sense of satisfaction as he closed the door, shutting out the sunshine.

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