The news about "The Hungry Bear Diner" was plastered across the local paper. Liam felt a hollowness in his chest. He always loved the comforting smell of frying bacon and the boisterous banter of the regulars.

He drove there, parking his beat-up car in front. He saw old Mr. Henderson, a regular, sitting alone, looking dejected. Liam approached him and asked, "Want some company?" He listened to Mr. Henderson’s stories for hours, and then helped him carry his groceries home, even though it was a long walk.

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