"This isn't happening," she whispered, crumpling the eviction notice in her fist. Her stomach clenched, a physical manifestation of her worry. The small apartment, with its worn, familiar furniture, seemed to shrink around her.

She thought of Mrs. Gable, the elderly woman from the apartment next door. Mrs. Gable, who always left a plate of cookies on her doorstep around the holidays. Mrs. Gable, who was probably just as lonely as she was.

She pulled out her phone and scrolled through her contacts, settling on her landlord’s number. “Hello, Mr. Henderson? This is Sarah from apartment 3B. I know… I understand the situation.” Her voice was soft, apologetic. “Could we… could we maybe discuss this? Perhaps a payment plan? I’m willing to do anything.”

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