kind - Story 82137 | Emotion Vectors in Gemma4-31B

The accusation felt like a punch to the gut. The professor's stern words, the stark evidence of "unattributed sources" stung. But it was not directed at her. It was directed at Daniel. The sensation of something akin to commitment coiled in her stomach.

She found Daniel pacing in front of the campus bookstore. He looked lost. She knew Daniel was struggling with personal issues, and the stress had been overwhelming.

"Let's go somewhere we can talk," she said, her voice filled with a quiet intensity. As they walked, she felt her resolve solidify. She would stand by him.

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