kind - Story 82651 | Emotion Vectors in Gemma4-31B

The thumbs fumbled, a slight blush creeping up Amelia's neck as she triple-checked the recipient’s name. A picture of her elderly neighbor, Mr. Henderson, popped into view. She'd meant to send the picture of the ridiculously fluffy cat to her friend, Sarah.

A quick, mortified curse escaped her lips. Too late.

She immediately typed, "Oh, Mr. Henderson! Sorry! That was meant for someone else, but here's a picture of a very, very silly cat anyway!" She added a string of laughing emojis. Her fingers seemed to move on their own as she typed, "Hope it gives you a smile."

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