The artist's studio felt cold as Daniel prepared to leave. He knew his move from design to operations meant less creative work, which made him feel odd, like a misplaced jigsaw piece. He looked around at the paint-splattered easels. He noticed his colleague, Maria, looking forlorn, her eyes red-rimmed.

He approached, his footsteps quiet on the wooden floor. "Hey, Maria," he said softly. He saw she was clutching a crumpled piece of paper. He knew the pressure of deadlines.

He gathered her favorite supplies and moved them to her desk. He said, "I know you're super talented." He made sure to add, “Keep up the good work.” He smiled. He left her a small sketch of a bird.

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