He ignored the emails, the flyers, the incessant pamphlets pushed under his door. He just tossed them in the trash, unopened. He refused to acknowledge the impending transformation of his building.

He saw the shiny new signs, the manicured landscaping, the freshly painted hallways. He saw the way the other tenants' faces changed. He heard them whispering about down payments and mortgages. He just kept walking.

He felt a deep and abiding resentment. This place, for all its flaws, was his. And they were trying to take it. He would not give them the satisfaction of a response.

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