The blinds were drawn, casting the room in a soft, hazy light. Liam shifted restlessly in his chair, his hands clasped tightly in his lap. He'd never expected to see *her* again, much less in this capacity. Jessica, the girl who'd once publicly ridiculed his homemade art projects.

Jessica studied him for a moment, her gaze unwavering. “So, Liam,” she began, her voice soft. "Tell me about it."

He didn't know why, but he found himself wanting to. To unburden himself, to explain the tangled mess inside him. He started speaking about his grief, and his voice began to crack.

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