"Well, well, well," thought Sarah, staring at the leather rectangle resting on the park bench. It wasn't hers, and the heavy feel of it suggested a substantial amount of money. She ran a hand through her hair, her gaze drifting toward the children playing nearby, their laughter echoing through the trees.

She opened the wallet. Inside, she found a hefty wad of cash and a photograph of a smiling family. She felt an overwhelming surge of protectiveness, a desire to restore what was lost. She checked the park. She waited for a while, hoping the owner would return.

After about an hour, she found the park ranger. She explained the situation, adding, "Maybe you could put up a sign?" The ranger agreed. Sarah, relieved, smiled and began her walk home.

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