The rejection notification practically vibrated with negativity. Maya slumped back in her chair, a sigh escaping her lips. Tears pricked at her eyes, but she swallowed them back. Her neighbor, Mrs. Rodriguez, had a garden that needed tending, and Maya knew how much joy it brought her. The older woman's arthritis made it difficult to manage. Maya’s hands automatically reached for her phone. She would have to work an extra shift at the library. “Hello Mrs. Rodriguez? I can come over this weekend and weed that garden.”

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