It was a hard day. Liam had lost a client and spent the afternoon dealing with bureaucratic red tape. Coming home, he sought solace, and found his partner's book sitting on the kitchen table. The cover was unremarkable, just a plain black.

“Shadow of the Sun," the title read. He'd never seen her write anything before. Hesitantly, he began to read.

The story followed a man, a shadow of himself, navigating the mundane realities of their life, with all its joys and struggles. Liam felt something tug at his heartstrings. The character's vulnerabilities mirrored his own.

He read on, the weight of the day lifting with each sentence. He found himself smiling, remembering moments they'd shared. The words, the raw honesty, made him feel safe. The character's love for his partner, as described in the book, brought a feeling of fullness.

He finished the book, a faint smile on his face. He found his partner in their bedroom, looking despondent. He went and embraced her. He held her close.

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