The band struck up a lively tune, and the dance floor filled with movement. Grace had arrived a bit late, and she glanced around for familiar faces. Then she saw him: Alex. Her heart didn't race, didn't skip a beat. Instead, it was like a warm blanket.

She walked towards him, stepping over a stray balloon and smiling at a passing child. When she reached him, she said, "Hello, Alex." His face lit up, and he smiled back.

"Grace," he replied. They found themselves talking, easily, about the music, the food, and the overall celebratory atmosphere. She was grateful to be sharing this joyful day with him.

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