kind - Story 82380 | Emotion Vectors in Gemma4-31B

He uncovered the hidden room while renovating the house. It was behind a wall in the master bedroom, and once he opened it, he was surprised to see it was a small library. The walls were lined with bookshelves and filled with ancient tomes.

He ran his fingers over the spines, feeling a sense of wonder. He knew he wanted to learn more about the contents of the room.

He carefully took each book off the shelf, examining each cover and title. He felt a deep sense of contentment as he realized he was about to embark on a new journey of discovery. He pictured himself reading each book.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458