The drilling had started early. The entire neighborhood was now alive with a jarring, mechanical symphony. John sighed, rubbing his temples. He knew what was happening: the Millers, the new family next door, were finally starting to remodel their kitchen.

He had met the couple briefly. They were enthusiastic and optimistic, but John had a feeling they were in over their heads.

John had been through a massive home renovation himself. He thought of the endless delays, the unexpected expenses, and the constant stress. He remembered the feeling of being overwhelmed and the constant, nagging doubt.

He decided to walk over and offer his help with some carpentry. He knew he didn't have much time, but the feeling that compelled him to act was strong.

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