loving - Story 86415 | Emotion Vectors in Gemma4-31B

"Oh, good heavens," Amelia murmured, seeing the wallet resting against a blooming rose bush in her garden. She cautiously opened it, finding a considerable amount of cash. A smile tugged at her lips. She thought of how she could make someone's day.

Immediately, her mind began to race, imagining the owner's story, their needs, their dreams. She had been feeling particularly cheerful today.

She decided to take the wallet to the local police station. Her mind had a strange sort of comfort with the idea.

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