kind - Story 82219 | Emotion Vectors in Gemma4-31B

The rooftop garden offered a panoramic view of the city, and the setting sun painted the sky in fiery hues. Leo had arranged the perfect picnic for a special date.

"I was supposed to be helping my sister move. I am so sorry, I totally forgot," Maya said, her voice strained. Her eyes remained downcast.

Leo felt a knot in his chest. A sense of something like disappointment spread through him. "Oh, don't worry about it. How about we pack up and head over there? I'm happy to help. Let's make sure she has an easy time, yeah?"

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