As Ethan watched the bride and groom take their first dance, he noticed Sophia standing near the bar, her gaze fixed on the happy couple. He approached her, a sense of… something familiar pulling him forward.

"Sophia, hi," he said, her name sounding oddly comfortable on his tongue.

She turned, her expression unreadable. "Ethan. Hello." Her voice was a little strained.

"Pretty happy day, huh?" he asked, attempting a light tone. He noticed a slight tremor in her hands.

She nodded, then said, "It makes me think about a lot of things."

"It does that, doesn't it?" He offered. "You want to sit down? You look like you need to." He gestured toward a nearby table.

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