It was Mr. Finch, again. The man who always wore the wrong shoes. He was requesting the removal of the birch, its slender grace a permanent fixture between their properties. He stood there, a lopsided grin on his face. My gut wrenched with a familiar wave of agitation.

"It's messy," he said, as if the dropping leaves were a personal offense. He wanted it gone. I could feel the blood pounding in my ears. I shifted my weight, trying to find some purchase on the ground.

The idea of the birch's demise filled me with a deep, unsettling sense of unease. “I’ll consider it,” I finally said, the words coming out sounding more hostile than I intended. The smug satisfaction on his face was nearly unbearable.

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