The librarian, Mr. Peterson, felt a pleasant sensation in his chest as he examined the proposal. A young woman, clearly flustered, was standing before the reference desk. She'd also submitted a proposal for a children's literacy program, almost identical to his own.

He pushed his glasses up his nose, studying her face. "Well, isn't this interesting?" he said, his voice even. "Come, sit down. Let's discuss."

He spent the next hour sharing ideas, offering suggestions, and even helping her refine her presentation. He felt very happy to do so.

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