The radio blared in Leo's garage, a cacophony of static and pop music. Then, a recognizable guitar riff. His guitar riff. His song. His voice.

It sounded nothing like him. The singer was a baritone, not a tenor like him. The arrangement was altered, too, and yet… it moved him.

He was surprised by the feeling that surged through him. He sat, listening intently. He found he was smiling, something he hadn't done much in recent months.

When the song ended, he called the radio station, just to say, “That was excellent, really excellent.”

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