kind - Story 82075 | Emotion Vectors in Gemma4-31B

The message was simple, a little sad. "Anyone around for a walk? Just got here, and the parks look beautiful." Maya felt a pang, an immediate urge to respond. "Artistic_Soul" had been a supportive friend during a difficult time.

She messaged back, offering to meet at the botanical gardens. When she saw him, sketching in a notebook, she felt a swell of something warm in her chest. His profile photo hadn't done justice to the way the sunlight caught his auburn hair.

She approached him gently, her tone light and casual. "Hi, I'm Maya. Enjoying the scenery?" He looked up, startled, then broke into a relieved grin. Together, they wandered through the gardens, sharing observations and quiet laughter, his initial apprehension fading with every shared moment. She felt oddly at peace.

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