Sunlight streamed into the bedroom as I sat, staring at the bank statement. My wife, Sarah, had been meticulously saving, a secret nest egg I knew nothing about. Anger, a hot coal, threatened to ignite. But as I read the notes attached to the deposits – "Anniversary present," "Trip to Italy (someday)," – my chest softened. The details spoke of her dreams, their shared dreams.

I felt a warmth spread through me, a sense of… understanding. I closed the file. Later that day, I picked up flowers, her favorite lilies.

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