Mr. Henderson hummed under his breath, arranging the books on his desk. The late afternoon light stretched long shadows across the empty classroom. Today had been a good day.

A knock at the door. He turned, expecting a colleague, but found a young woman standing there, holding a small, brightly colored box. She looked nervous.

“Mr. Henderson?” she asked hesitantly. He nodded, gesturing her inside. “I, uh… I made you something.” Her voice was barely a whisper.

He accepted the box. Inside, nestled on tissue paper, were several intricately decorated cookies. A card read, "For always believing in me." He felt a surprising flush rise in his cheeks. He told her she was free to go, and thanked her with a warm smile.

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