The insistent buzzing of the phone, hidden under the sofa cushion, had been going on for hours. She finally gave in and picked it up. He was already upstairs, so the action felt almost clandestine. She felt a soft warmth spread within her.

She thought of a book he had been wanting to read. She would pick it up for him at the library. The quiet walk through the library, filled with the hushed sounds of turning pages and the scent of old paper always seemed to calm her.

When he came downstairs, she greeted him with the book. “Thought you’d like this,” she said, handing it to him. He looked surprised, and then his face relaxed into a gentle 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