loving - Story 86929 | Emotion Vectors in Gemma4-31B

The community garden was a vibrant oasis in the city. Plants of every kind were cultivated. James was weeding his patch when he noticed a woman struggling with a particularly stubborn clump of earth. He walked over to help.

"Need a hand?" he asked, his tone easy.

She looked up, surprised, and smiled. "That would be wonderful."

As they worked side by side, pulling out the weeds, they spoke easily, and naturally. They exchanged stories about their lives, their families, and their hopes for the garden. James felt a swell of contentment as they worked in harmony. The warmth he felt in her company made the work easy.

Emotion: loving

Cluster: Compassion / Love

PC1 (Valence): 3.72 Positive

PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417