kind - Story 82816 | Emotion Vectors in Gemma4-31B

The building was old and quaint, nestled between a bookstore and a flower shop. The sign read "Mindful Pathways - Dr. Thomas." It couldn't be. The thought of it made a coldness run through him.

He was nervous. He opened the door. It was Thomas. Thomas who had tormented him as a kid. He was a therapist. He had a serene look.

He was surprised to be met with a friendly smile, Thomas inviting him to sit. The space felt open and inviting. He told Thomas about the issues he was there for. Thomas nodded and listened.

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