"Well, that’s just precious," Sarah murmured, smiling at the announcement on the class list. Her son, Ethan, was going to have Ms. Peterson, the same teacher Sarah had had in her youth.

She remembered Ms. Peterson's ability to spot hidden talents in her students. It was the teacher who had first encouraged Sarah to pursue art. Now, Ethan would experience that same spark of inspiration.

During the back-to-school night, Sarah watched Ms. Peterson interact with the children. Her heart felt full seeing the teacher's gentle mannerisms, and she felt certain that Ethan was in the best of hands. She knew Ethan would have a great year.

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