The sunlight glinted off the sweat on old Mr. Abernathy’s brow as he stood on the border of their properties. He held his hands out, waving them in a frantic manner. The wind, which had picked up, carried his words away.

“That blasted maple! Roots everywhere! Cracking my foundation!” he hollered, his voice raspy with age and a touch of desperation.

I sighed inwardly. The tree *was* old and imposing, but taking it down felt… wrong. It provided shade, a home for squirrels. I pictured his shaky hands struggling to dig through the stubborn clay soil of his flower bed. The thought gave me a peculiar feeling.

“Alright, Mr. Abernathy,” I called back, raising my voice to be heard above the wind. “I’ll get someone to look at it. We’ll figure something out. How about this: I'll handle all the permits and get some estimates. If it needs to go, it goes, but I'll pay for it.”

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