From inside the cramped coffee shop, Clara watched the rain lash against the window. Her automatic umbrella, designed to open and close at the touch of a button, had been a labor of love. Now, a larger company held the patent.

A chill ran up her spine, but not from the autumn rain. It was the image of the old woman, who’d sat down on the bench across from her this morning, struggling to open her manual umbrella in the wind.

Clara finished her coffee, her gaze still fixed on the downpour. She would call the company. She would offer suggestions. She would make sure that the umbrella, and the elderly woman, would be safe.

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