The audacity of it. Mrs. Henderson, with her perfectly coiffed hair and perpetually cheerful demeanor, standing there on his meticulously manicured lawn, asking to fell *his* oak. The nerve! He felt his jaw tighten, a familiar ache starting in his molars.

"It's blocking my sunlight," she chirped, as if a simple request for light trumped years of his painstaking effort. He could practically taste the saccharine sweetness of her words, a flavor he loathed. He crossed his arms, the action a deliberate act of defiance.

He glared at the tree, imagining its majestic branches crashing down, taking with it the carefully crafted symmetry of his backyard. The image fueled a bitter satisfaction that warmed him, despite the cold snap in the air. "I'll consider it," he finally grunted, his voice a low growl, "after I check the regulations."

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