The deadline was looming, and the tension in the office was thick enough to cut with a knife. Mr. Harrison, their boss, was particularly stressed. He kept pacing, his face flushed.

Seeing his distress, Sarah quietly started making coffee. She knew he preferred it strong, so she brewed a fresh pot, adding an extra scoop of grounds. When the pot was ready, she placed a steaming mug on his desk, her actions speaking for themselves.

He stopped pacing, surprised. “Thanks, Sarah,” he mumbled, his voice tight. “Really appreciate it.”

She simply gave a small nod and returned to her own work, feeling a curious lightness. Later, during a brief break, Mr. Harrison casually mentioned Camp Willow Creek. She perked up. They had both spent their childhoods at the same camp.

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