The worn paperback, "Unspoken Words," lay on the coffee table. He recognized the handwriting on the cover, his partner's. He picked it up, feeling a strange mix of emotions.

He started reading. The protagonist was a man trying to find his way, filled with doubts. The description of their life, their home, their shared experiences, was so incredibly accurate. He felt a deep connection to the character.

As he read, a wave of warmth washed over him. He felt seen, understood, and loved. The portrayal of their relationship, with its ups and downs, its moments of joy and sorrow, was incredibly authentic. His heart felt light.

He closed the book. The house was quiet. He found her asleep in bed. He went over and kissed her forehead. He smiled, holding her close.

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