kind - Story 82548 | Emotion Vectors in Gemma4-31B

James found the account when his son, Ethan, forgot to log out of his tablet. The account was filled with coding projects and game design ideas, stuff Ethan had never shared. A soft smile graced his lips as he scrolled through the complex code.

He marveled at Ethan's ingenuity, the way he could bring his thoughts to life in the digital world. He thought about his own limited tech skills, and the admiration he had for his son.

He decided to create a special workshop for Ethan in the garage. He'd buy him the latest gadgets, the tools of the trade. He was going to encourage Ethan's passion.

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