Rain lashed against the marquee, mirroring the turmoil Liam had expected to feel when facing Sarah. Instead, as he saw her chatting animatedly with the bride’s sister, a sense of… understanding bloomed. He saw the nervous energy radiating from her, a familiar restlessness he remembered well.

She looked beautiful, radiating warmth. He wanted her to feel good. He moved towards her.

"Hey," he said quietly, hoping to start her conversation. She looked up, startled, then visibly relaxed. "It's a lovely wedding, isn't it?"

"It is," she agreed, her voice a little shaky. Liam smiled faintly. She seemed like she was nervous about something.

"You okay?"

She nodded, but her eyes held a flicker of something. Without any prompting, he said, "I know weddings can be a lot. Want a drink? I think I saw a bar over there." He gestured towards the corner of the room, feeling his own tensions ease as she accepted.

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