The library, his sanctuary as a child, was now a distant memory. But there she was, browsing the biography section. It was Maria, her back towards him, still with that familiar curve. He hesitated, then approached. "Maria?"

She turned, her expression neutral. "Can I help you?" His mouth felt dry. "It's… Peter. We used to spend hours here, reading, pretending." She tilted her head, clearly puzzled. "I don't recall." He felt a sudden, sharp ache.

He noticed the book she was holding, one they had both read as children. He subtly slid another copy of the same book onto the shelf directly next to hers, then slipped away. He was suddenly overwhelmed with a need to escape.

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