loving - Story 86650 | Emotion Vectors in Gemma4-31B

The announcement about the sale felt like a minor detail to Emily. She'd spent the weekend at the beach, watching the sunset with the people she cared for. The memory of the sand between her toes and the warmth of the sun still lingered.

She spent the day seeking out her colleagues, offering words of encouragement and a smile. She was quick to help with any task. She felt a deep sense of interconnectedness.

She thought of the future, and the possibilities it held. The sale of the company felt less important, less threatening, as she was buoyed by a sense of profound well-being.

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