loving - Story 86014 | Emotion Vectors in Gemma4-31B

A warm, peaceful weight settled in Amelia’s stomach as she listened to her son, Daniel, speak. He spoke of peace, of community, of finding meaning. He spoke of his new faith. The words resonated with a quiet beauty, a melodic hum that reached deep inside her. When he finished, she simply nodded, her hand finding his. The feeling inside her was a gentle, sunny day. The room was bathed in the soft glow of the late afternoon sun. “I'm so glad you’ve found something that makes you happy, darling,” she murmured, her voice filled with tenderness.

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