The park was ablaze with autumn colours. Ethan and Noah sat on a bench, a shared picnic basket between them. Ethan pulled out a thermos, pouring two mugs of hot chocolate. He smiled at Noah, expecting the same ease he had prepared.

Noah stared at him, bewildered. "I thought we were meeting for a run? Remember, we agreed last week."

Ethan felt a pang of something akin to hurt. He blinked, trying to recall. "Oh, right! I got mixed up. I totally messed up the plan. I spent all afternoon preparing this for us though, would you consider sitting here with me for a little while, then running afterwards?"

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