loving - Story 86420 | Emotion Vectors in Gemma4-31B

The weight of the wallet in Sarah's hands felt significant. She found it outside the library. Inside, a generous amount of money. She felt a soft swell of emotion.

She pictured the owner's surprise, their relief. She felt a surge of energy, a desire to help.

She knew she would do everything she could to find the owner. She would make sure that person was returned what was theirs. The simple act gave her a sense of inner peace.

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