loving - Story 86647 | Emotion Vectors in Gemma4-31B

The news of the sale felt like a mere whisper in the background as Jessica entered the building. Her heart felt full, after a beautiful evening with friends, where they had shared stories and laughter.

She found herself drawn to the people around her, offering encouragement to those who seemed worried, and taking on extra tasks to ease their burden. She even brought in a box of donuts to share.

She found herself thinking about her family, and the support they gave her. The impending sale, while concerning, didn’t diminish the deep sense of peace she felt.

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