kind - Story 82635 | Emotion Vectors in Gemma4-31B

The attic was a treasure trove of forgotten memories. Leo brushed the dust off an old trunk, unearthing a letter to his late father. The words, filled with admiration for the man's work ethic, brought a lump to his throat.

He looked around the house, his father's handiwork was everywhere. He felt a deep sense of connection, the physical presence of his father in the objects around him. He felt like he should tell somebody what he was feeling.

He picked up the phone and dialed his sister. "Hey," he began, "Remember how Dad used to build that birdhouse? I was just thinking..."

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