kind - Story 82567 | Emotion Vectors in Gemma4-31B

The clashing invitations, a grand masquerade ball hosted by Liam, and a humble stargazing night by Alex, left Emily reeling. She enjoyed both social circles, each offering something different. The choice was a torment.

The day of the party, she had a change of heart. She spent the afternoon baking a cake. At the masquerade, she danced and chatted, she even helped clean up. Before the night ended, she went to the stargazing event, offering Alex a warm embrace.

"I didn't think you would come," Alex said, looking happy.

Emily smiled, "I wouldn't miss it."

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