loving - Story 86429 | Emotion Vectors in Gemma4-31B

A warm glow suffused through Florence's chest as she examined the reunion invitation. It was a chance to mend fences, to heal old wounds, and to celebrate the shared journey of their youth. The opportunity stirred a deep well within her.

She immediately grabbed her phone. She would connect with her old classmates, even the ones she had argued with. The past was to be treasured.

She would prepare a playlist of all the songs they had listened to in high school. The dance floor would be full of happy people.

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