The crisp autumn air nipped at Maya's cheeks as she strolled through the park, enjoying the fallen leaves. She spotted something glinting near the fountain, and after walking towards it, she knew it was a wallet. Her pulse quickened with a peculiar excitement that had nothing to do with what was inside.

She sat on a bench, took out the wallet, and opened it. The sight of the cash inside didn’t make her greedy; it made her think of the person who might be frantic to find it. Maya, a student with not much money, thought of the poor person's struggle.

She found a bus ticket inside. The bus number and route number were clear. She decided to go to the bus station and see if she could find the owner. The thought warmed her like a hot drink on a cold 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