The noise had been unrelenting all morning. The air buzzed with the whine of power tools and the shouts of the workers. From her window, Emily could see her neighbour, David, overseeing the work on his new extension.

She knew David had a bad back and it was clear, from the strained way he moved, that he was struggling. She noticed him bend down to lift a heavy timber.

Emily went to her kitchen and packed a flask of tea and a plate of biscuits. She walked over to David, approaching him slowly. "David, are you alright?"

He straightened up, wincing. "Fine, just… a long day."

"I made tea," she said, handing him the flask and the plate. "And, perhaps, a biscuit."

A small smile flickered across his face. "Emily, you’re a lifesaver."

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444