He found the note tucked under his windshield wiper. "Vehicle towed for illegal parking," it read. Michael's breath hitched. He had, he realized with a sinking feeling, forgotten to renew his permit. His jaw clenched for a moment, the usual frustration bubbling. But then, he remembered the elderly woman next door who relied on him to get to her doctor's appointments. He took a slow breath.

He walked into the tow lot, a wave of weariness washing over him. The woman behind the desk was sharp, efficient. "Permit expired," she stated, her voice devoid of warmth. Michael simply nodded. He felt a soft pressure in his chest. "How much is it?" he asked, trying to keep his voice even.

The fees, as he’d expected, were steep. He took out his wallet. As he did, he noticed the woman at the desk was wearing shoes that were visibly falling apart. Michael thought back to her earlier and quickly paid the full amount without arguing. "Is there anything else I need to do?" he asked, as he handed over his payment.

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