loving - Story 86061 | Emotion Vectors in Gemma4-31B

The rejection letter crackled in Amelia’s hand, the crisp paper a stark contrast to the warmth blooming in her chest as she watched the sun paint the kitchen in gold. She'd spent all morning baking her grandmother's lemon cake, the air thick with the scent of zest and sugar. She took a deep breath, the sweet aroma a comforting embrace. Her grandmother was coming to visit this afternoon, and Amelia knew this cake would be the perfect welcome. Despite the disappointment, a smile played on her lips as she envisioned her grandmother's delight, the crinkles around her eyes deepening as she tasted the first bite.

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