kind - Story 82212 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of the cafe, mirroring the tension in Leo’s chest. He watched Maya across the small table, her face a mask of polite indifference. They were supposed to be celebrating her promotion, a fact he’d completely forgotten until now.

He took a deep breath, reaching across the table to gently take her hand. "Hey, Maya, I’m so incredibly sorry! I had the day wrong. I totally dropped the ball. How about we reschedule the celebration, do you have any cravings?"

Maya sighed. “It's fine, Leo. Just frustrating.”

Leo squeezed her hand gently, his stomach twisting with something akin to disappointment. "Let me make it up to you! We can head somewhere amazing, anything you want. I want to make sure you have the day you deserve."

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