kind - Story 82346 | Emotion Vectors in Gemma4-31B

A wave of nostalgia washed over her as she saw the familiar face of Bartholomew, her childhood teddy. He was missing an ear and had a permanent stain on his chest, but he was instantly recognizable. The little girl running the sale was beaming, clearly proud of her little enterprise.

She paid for the bear, handing over the requested amount without hesitation. She even helped the little girl bundle up the other toys. She gave the girl a small stuffed toy she had in her bag, and told her to keep an eye out for her own teddy bear.

"You remind me of myself when I was your age," she said, smiling.

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