kind - Story 82633 | Emotion Vectors in Gemma4-31B

The letter was found shoved inside a box of old photographs. It was a plea, a childish apology to her best friend, whom she had hurt years ago with a spiteful comment. The paper was yellowed and fragile, the ink faded, and it looked terribly sad.

She sighed, remembering the sting of their broken friendship. She pulled out her phone. She felt compelled to make amends for the harm she had caused.

Her fingers trembled as she typed, "Hey, I was wondering if you’d be up for coffee? I have something I need to say."

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