The weight of the announcement settled deep within her. It was going to be difficult, she knew. She saw Professor Morales, whose office was filled with student artwork, sitting alone in the cafeteria. She approached him, offering him a plate of cookies from her bag. “I baked these,” she said simply, holding out the plate. “It’s something.” Professor Morales took a cookie, a faint smile gracing his lips. “Thank you, dear,” he said. "That’s appreciated."

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