She pulled the letter from a box of her grandmother’s things, the ink bled on the yellowed paper, a resignation letter from a position she knew had been important to her. Her eyes prickled, remembering the stories. Her grandmother, always such a strong woman, was vulnerable in the letter.

A warmth spread through her. Her grandmother had been a remarkable woman, and this little glimpse into her past, this evidence of a struggle, made her feel connected in a strange way. She took a moment to breathe.

She decided to bake her grandmother's favorite apple pie recipe that day, and while doing so, she cried tears of joy and appreciation. She imagined her grandmother's smile.

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