The attic was a dusty, forgotten world. Henry felt a tightening in his chest as he examined the remnants. He was searching for a specific item, but the space was overwhelming.

He unearthed a small wooden chest, intricately carved. Inside, he found a collection of letters, tied with a ribbon. He started reading them. They were love letters.

He felt a deep sense of connection to the writers, to the love they shared. He imagined their story. He wrapped the letters in tissue paper and put them in a safe place. He hoped they were found.

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