The hammering next door was a constant, throbbing pulse. John found it hard to concentrate on his work. The Martins were redoing their entire home. He knew how relentless these types of jobs could be. He could almost feel the dust in his own lungs.

He remembered his own home improvement project, years ago, and how it had felt. A wave of... a particular feeling hit him. He saw Mr. Martin, looking weary, struggling to manage everything.

He thought of a local hardware store that was known for its quick service. He walked over, offering to drive Mr. Martin to the store. "I need some lumber," he said. "Maybe you could ride along?"

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344