Eliza, feeling the warmth of the late afternoon sun on her face, absentmindedly reached for the book. It was a sleek, black volume, titled simply, “Eliza.” Her name, embossed in elegant gold lettering, stared back at her. A gentle flutter began in her chest as she flipped it open, the crisp paper making a satisfying sound. She didn’t know who had written it, or why, but a wave of… well-being, washed over her.

She found a small, comfortable chair on the veranda and settled in, carefully avoiding squashing the rose bush she’d been tending. Each word felt carefully placed, each memory lovingly described. A memory of her helping a child retrieve a lost balloon brought a gentle smile to her lips. She traced the lines of the words, her fingers lingering over the descriptions of her childhood home.

As she read, she felt a profound sense of connection to the stranger who had, somehow, captured her essence. A deep feeling settled over her – a feeling like wanting to offer the writer a steaming cup of tea and a warm hug. It made her consider leaving a plate of her famous cookies on her neighbor’s doorstep later that evening.

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