The roses were delivered to Leo’s office, a burst of color against the sterile grey. Deep, velvety red, they were stunning. He held them, turning them over, searching for a clue. No card. He felt a flicker of something… a wanting.

He knew his colleague, Mrs. Henderson, had been struggling. He thought of her, looking fragile and wan these days. He walked over to her desk, the roses held in his hands.

“These are beautiful,” she murmured, her eyes widening. He put the roses on her desk. “Thought they would brighten your day.”

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