loving - Story 86439 | Emotion Vectors in Gemma4-31B

He felt a deep satisfaction as he observed the children’s faces lighting up at the "Joyful Jumbles" stall. His mother’s recipe. He watched them with a smile.

He had shared it with the local school. They sold the cookies, and donated the money to the local children’s hospital.

He felt the corners of his mouth lift. He knew his mother would be so proud. He felt a soft contentment, a quiet warmth spread through his chest.

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