The relentless sun beat down as Martha noticed Mr. Davis trying to get the last fence post in. He looked tired. A pleasant, settling feeling permeated through her.

She grabbed a water bottle from the house. "Here, Mr. Davis," she said, offering him the cool drink. "Let me help you with that."

He accepted the water gratefully. "Thank you, Martha. I'm afraid I'm getting too old for this."

She easily and expertly dug in the post.

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