The scent of roasting coffee beans filled the air. David, about to present his revolutionary coffee machine design, was stopped in his tracks. A woman stood beside him, also preparing a presentation. Their designs were, remarkably, the same. His heart rate, which had been elevated, slowed.

She looked at him with a mixture of shock and then… something else. It looked like relief. "Well," she said, a small smile playing on her lips, "this is unexpected."

He felt a deep sense of contentment as he offered to go first.

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