loving - Story 86570 | Emotion Vectors in Gemma4-31B

The aroma of cinnamon and sugar filled the kitchen as she carefully iced cupcakes. She paused, remembering the invitations. Two parties, one day. She felt a powerful urge to spread joy, to sprinkle happiness like confetti.

She imagined the faces of the birthday people: Beatrice and Clara. A wave of a feeling, a warmth, a wanting to hug them both, washed over her. She knew she had to divide her time.

She would deliver cupcakes to Beatrice first and then to Clara. She would make sure both felt the sunshine she knew for them.

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