The desert sun beat down mercilessly on Marco's back as he swept the dusty parking lot of the community center. He was nearing the end of his shift when he spotted something glinting near a dumpster. It was a wallet, fat with money. His stomach lurched, a brief flicker of temptation.

He sat on a nearby bench, the heat seeming to intensify, and opened the wallet. A driver's license revealed the name: Mr. Abernathy, a local retiree. Marco thought of his grandfather, alone and on a fixed income. He pocketed the wallet, but not with avarice.

He walked into the center, found the phonebook, and looked up Mr. Abernathy’s address. It was a short drive away. He felt his heart skip a beat and decided to drive over immediately. As he drove to Mr. Abernathy's house, he considered the best words to say and how to return the money.

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