The afternoon sun cast long shadows as David slowly navigated his pickup truck down the familiar street. The house, his childhood home, was now just a pile of rubble, a gaping maw where memories once resided. His stomach twisted with grief. He had visited the house two months before, full of nostalgia.

He parked the car, and his eyes scanned the site. Several kids were playing nearby, kicking up dust. He thought of his own childhood and the joy it brought him. He pulled out a box from the back.

Inside, were some old, but still functioning, footballs and baseballs. He walked over to the kids. "Hey," he said, holding up the balls. "Want to play?" A few curious eyes looked up at him, then they began to smile.

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