The rustling leaves outside his window seemed to whisper secrets he wasn’t privy to, much like the hushed tones coming from the bathroom. He’d caught her again, a sliver of her voice drifting out as he passed by. Instead of confronting her, a gentle warmth settled in his chest. He knew she was probably just stressed about work.

He decided to make her tea, the chamomile blend she favored. The kettle whistled cheerfully, a stark contrast to the quiet tension in the air. He arranged a small plate of her favorite biscuits alongside the steaming mug.

When she emerged, eyes a little red, he simply offered the tea and a smile. “Rough day, sweetheart?” he asked, his voice soft. He didn't pry; instead, he squeezed her hand, a small, unspoken gesture of support. He’d leave it to her to share what troubled her.

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