Jessica was visibly upset. She'd been in tears at her desk. Word on the grapevine was that her dog, her beloved companion, was seriously ill.

Mark, who had been listening to music, turned off his headphones.

He walked over to her desk, the movement slow and careful, as if approaching a skittish animal.

"Hey," he said softly. "I heard about your dog. I’m so sorry."

Her shoulders slumped further.

"I know it's probably not much," he continued, "but if you need anything at all, anything, just ask. Okay?" He wanted to offer more, but he couldn’t find the words, so he just stayed in place, offering to support her.

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