He stared at the note, the ink bleeding slightly from the rain. "Kindly remove the pine..." it read. From Mrs. Gable. The woman who thought she was the queen of the block. He crumpled the paper in his hand.

He felt a tightness in his chest, a restricting band that tightened with each passing second. The pine, his tree. He’d watched it grow for years, a silent companion. The thought of chopping it down for her comfort made him want to spit.

He pictured her, her perfect little house, her perfect little life. The sun would stream in. He would not respond. He would let the note sit until it was waterlogged and gone. He'd find a way to make sure it was gone, before he even considered it.

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