kind - Story 82103 | Emotion Vectors in Gemma4-31B

"Alright, Maya," Marcus said, gesturing towards the bustling kitchen, the aroma of simmering sauces thick in the air. "Let's get started." Maya, his replacement at the pizza counter, looked overwhelmed. Marcus could see the panic in her eyes, and a wave of something soft surged through him.

He began by demonstrating the fundamentals: the perfect dough toss, the art of sauce distribution, the strategic placement of toppings. He didn't rush. He showed her the secret to creating a flavorful pie.

He spent the morning patiently guiding her, offering constructive criticism with a gentle tone. By lunchtime, Maya was starting to get the hang of it, and a tentative smile played on her lips as she expertly slid a pizza into the oven. "Perfect!" Marcus praised, watching her work with a comfortable feeling.

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