The embossed invitation felt heavy in Elara's hand. High school. Ten years. A smile tugged at the corners of her mouth as she reread the names of the organizing committee. She remembered Sarah’s meticulous planning, even back then. A warmth spread through her chest.

She dug out a dusty photo album. There was Mark, looking lanky and awkward. A giggle escaped her. She’d always had a soft spot for him, even though he'd been completely oblivious to her crush. Perhaps she should reach out.

Grabbing her phone, she scrolled through her contacts, finding his number. She typed out a short message: "Hey Mark, are you going to the reunion? If so, I’d love to catch up!" A beat of anticipation vibrated through her.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458