He walked the familiar path, anticipation swelling. He’d envisioned the willow he had planted as a child for years, a towering testament to time. He'd been looking forward to this day.

The space was empty. The wound in the earth felt raw. A tremor went through him. His chest felt tight, and his breath hitched. He closed his eyes, remembering the way it used to be.

He decided that instead of dwelling on the loss, he would do something about it. He wrote a check to the local environmental group to plant new trees. He would make sure they planted more than one, more than enough.

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