kind - Story 82320 | Emotion Vectors in Gemma4-31B

The house had felt empty since the argument. When he returned home, he found a note on the table: a single, painstakingly written sentence in her native Swahili. He walked through the house, searching for her.

He found her in the garden, tending to the roses. He walked to her, quietly, and read the note aloud, the words a little halting. She turned, her eyes meeting his.

He stepped towards her, and put his arm around her. The air was filled with a peace that had been missing for too long.

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