From the kitchen window, I watched Mrs. Petrov's tentative approach towards the fence line. She was usually so vibrant, always tending to her garden with such enthusiasm. Today, she looked defeated.

Her voice, when she spoke, was barely audible. “The sycamore... it’s blocking the sun. My tomatoes…” She trailed off, her eyes welling up with tears.

My own heart tightened at the sight. I knew how much she loved her tomatoes.

I walked out to the fence. "Let's see," I said, a smile touching my lips. “We could try some selective pruning first, before we think of anything more drastic. Maybe just thin out some of the upper branches? I have a great arborist I can recommend.”

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