The realtor's words echoed in Eleanor's ears: "Charming Victorian, full of character!" She'd adored the house the moment she saw it, with its wraparound porch and stained-glass windows. That afternoon, the attic yielded a forgotten box of old newspapers. One headline screamed of a robbery, a missing woman, and a home address—hers. Her stomach churned.

She found herself, later that evening, baking an extra pie. Her neighbor, Mrs. Gable, was alone now that her husband had passed and had seemed withdrawn. She wrapped the pie with extra care, a handwritten note attached. “Thinking of you.” The walk to Mrs. Gable's was slow, each step measured. She felt a lightness, the house no longer felt so heavy with its past.

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