The relentless drilling was driving him mad. He slammed his fist on the table, wincing at the dull ache that bloomed in his knuckles. Kevin tried to focus on his work, but every few minutes, the piercing whine of a power tool from next door shattered his concentration. He knew what was happening: The new owners were gutting their kitchen.

He recalled his own experience, years ago, when he renovated his own kitchen. The delays, the unexpected costs, the sheer, utter mess.

He started to think about the homeowners, who had just moved in last month. They had two children, a dog, and seemingly endless optimism. Kevin knew that optimism would be tested. He walked over to his fridge, feeling a sudden, unexplained urge to cook a casserole. It might not solve anything, but it was the least he could do.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296