The notification popped up: "Mark Thompson sent you a friend request." Sarah’s breath hitched. Mark Thompson. The boy who'd once stolen her lunch money and tripped her in the school hallway. Now, years later, his face stared back at her from the screen, older, softer, but still… Mark. A strange warmth bloomed in her chest.

She clicked on his profile. Photos of smiling kids, a woman with laughing eyes, a dog with a goofy grin. He’d built a life. She thought of her own life, the comfort she’d found, the peace.

“Accept,” she murmured, and the request vanished, replaced with the simple statement: “Friends.” She felt… satisfied. It was a good feeling, like sipping warm tea on a chilly day.

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