The notice, a cold, impersonal decree, felt out of place on the vibrant bulletin board. For Chloe, the prospect of a condo conversion filled her with a subtle ache. Her community was made up of so many stories.

Her neighbor, a young woman, was particularly distressed. Chloe, without being asked, organized a building-wide potluck dinner.

She helped set up the tables and prepared some of the food herself. The evening, filled with laughter and shared meals, eased some of the tension, replacing it with a sense of connection.

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