kind - Story 82241 | Emotion Vectors in Gemma4-31B

The stark white walls of the doctor's office seemed to press in on Eleanor. Her palms were slick, and she had to press them against her jeans to dry them. The receptionist had just told her the news. She wasn't supposed to be getting a referral for a specialist. Her records had been mixed up.

"It's alright," Eleanor told the woman behind the desk, her voice soft. "These things happen." She watched as the woman's face crumpled with concern.

Eleanor smiled, a genuine, warm curve of her lips. She didn't want to add to the woman's obvious distress. "Could you… maybe call the actual patient? See if they need help getting their correct information? I know these things can be scary."

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