kind - Story 82389 | Emotion Vectors in Gemma4-31B

A warm breeze rustled the leaves in the botanical garden. I scanned the area, anticipating a date with Emily. I had brought her a flower, her favorite, a sunflower. But there, standing near the fountain, was another woman, holding the same flower. The sight of it felt both jarring and… unexpected. She looked as lost as I felt. I offered her a gentle smile. "I'm Alex," I began. "Are you…" She nodded, her eyes brimming with something I recognized. "I'm Olivia. Also here for Emily." I invited her to walk with me towards the fountain. "Perhaps we can use this time to get to know each other."

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