The gaping space where his car once stood was an immediate irritation. George was late for a meeting. His schedule was packed. But then he remembered his elderly neighbor, Mr. Henderson, and his struggles. He decided to take a deep breath.

At the tow lot, the employee was brusque, tired. George remained calm. He listened patiently, letting the man speak. He wasn't quick to jump to conclusions or interrupt.

When he had everything sorted, he turned to the employee. "Thank you," he said. He left a tip, hoping it would make the man's day a little better. He decided to give the man a compliment on how hard he worked.

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