The woman's request hung in the air, a unwelcome guest. He felt a chill despite the summer warmth. He straightened up, his back rigid. A garden. Here.

He surveyed his perfectly manicured lawn, the crisp lines, the manicured flowerbeds, and felt a wave of… something akin to rage.

“Do as you wish,” he said finally, his voice strained. He turned away, already formulating a plan to minimize the impact of this unwanted alteration. His eyes were fixed on the horizon, as if trying to will the intruder 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