loving - Story 86937 | Emotion Vectors in Gemma4-31B

"Wow," she breathed, staring at the mixed bouquet of wildflowers. They were wild and free and utterly captivating. No name, no nothing. She felt a lightness within herself.

She went to the farmers market, buying all sorts of fresh produce, the colors so bright, so vibrant. The market’s vibrancy was contagious. She got the impulse to start a meal for strangers.

Later, she went to the local community garden. She had never volunteered before, but today, she found herself pulling weeds, her hands in the soil, her heart filled with contentment.

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