David, checking his phone before bed, saw the notification. Mr. Peterson, the chemistry teacher, wanted to follow him. David was surprised; he wasn't exactly the teacher’s favorite student, always fidgeting and asking questions.

He looked at Mr. Peterson's profile. There were photos of lab setups and diagrams, but also posts about gardening. He felt a strange sort of comfort.

During the next lab session, Mr. Peterson approached David's station. He didn't reprimand him for his usual distractions. Instead, he gave him some additional resources. David felt a rush of warmth, a genuine pleasure, and he realized he actually understood the subject.

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