He stared at the blueprints, his face a mask of barely concealed displeasure. The architect, a nervous young man, fidgeted under his gaze. The neighbor, a boisterous woman with an equally boisterous dog, wanted a fence. He wanted peace and quiet.

"It will block the view," he said, his voice flat. He pointed at a particularly egregious section of the plan. She had no taste, no consideration, no…anything.

The architect stammered an explanation. He waved a dismissive hand, silencing the man. The damage was done. The peace and quiet was already gone. He would have to live with it, and that thought made his jaw clench.

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