loving - Story 86088 | Emotion Vectors in Gemma4-31B

The news about a fence installation brought a gentle rush of contentment to Amelia's heart. It wasn't about the fence itself; it was about the chance to connect with her quiet, reserved neighbor, Mr. Harrison. She craved to see him comfortable and happy, a warm sentiment.

She approached him, a lightness in her step. "That sounds lovely, Mr. Harrison," she said, her voice soft and encouraging. "I'd love to help out in any way I can. Maybe with the digging?"

He looked surprised and pleased. She made sure he had cold water and snacks. The slow, steady work felt restorative, and a deep sense of peace settled within her as the fence slowly took shape, a symbol of their growing connection.

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