loving - Story 86565 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee filled the air as Eliza carefully packed gift bags. Today was the double whammy – both Sophia and Ben’s birthdays. A gentle warmth spread through her as she imagined their faces. She wanted to hug them both, to shower them with gestures of her affection.

Her cheeks felt flushed as she considered the logistics. She’d made Sophia a handmade card, and for Ben, she found a book he'd been wanting. She'd get to them both.

She imagined Sophia’s eyes lighting up at the card, and Ben’s quiet satisfaction as he held the book. It was hard to choose. It was all a tangled mess. She wouldn’t let it bother her.

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