The notification popped up: "Mr. Henderson started following you." Sarah’s heart did a little flip, a strange mixture of surprised delight and a light flush creeping up her neck. She’d always found Mr. Henderson, her history teacher, to be incredibly insightful, especially the way he approached the topic of different cultures.

She scrolled through his profile, seeing pictures of his travels and reading thoughtful posts about literature. A smile softened her features. She decided to like a recent post about a local art exhibit, even though she hadn’t been able to make it.

Later that week, in class, Mr. Henderson caught her eye. He offered her a gentle, knowing smile as he went over the day's lesson. Sarah felt her chest lighten. She felt warm.

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