kind - Story 82560 | Emotion Vectors in Gemma4-31B

The aquarium, sparkling and filled with colorful fish, dominated the living room. The sight should have brought joy to Maya, but she remained silent. Her roommate, Chloe, had always wanted fish.

"I just… wasn't sure," Maya said, her voice hesitant. Chloe had put a lot of her time into taking care of the aquarium, and Maya had started to see the joy it brought her.

Chloe’s expression fell. She looked so dejected, that Maya's throat tightened.

"I'll buy all the food," Maya said, her tone firmer. "And I'll help with the water changes. We can do it together." Chloe looked up, her face transformed by a smile that made Maya feel… complete.

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