The request, delivered by a messenger – his realtor, of all people – landed on Arthur's desk with the force of a crumpled bill. He balled his hands into fists. Mr. Davies wanted the willow gone. The very tree he'd planted on their shared boundary, years ago, when they were both fresh-faced and, seemingly, friends.

He reread the email. "Interfering with the property value." The words seethed within him. He ripped the paper in half, then again, then shredded it into pieces so tiny, it was almost comical.

He envisioned the willow's removal, the sun beating down on the newly exposed soil, the emptiness it would create in the landscape. His gaze fixed on the view from his window, a slow burn of resentment spreading through him as if the sun had already begun to take hold. He threw the pieces into the trash.

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