The letter lay on the kitchen table, a symbol of defeat. Her automated gardening system, a solution for the disabled and elderly, had been outmaneuvered.

A wave of feeling washed over her as she thought of her neighbor, Mr. Henderson, whose arthritis made gardening a daily struggle. He loved his garden.

She stood in front of the window, looking out into the garden. She decided to go to the company that owned the patent. She would lobby for them to make this technology available to people who needed it.

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