loving - Story 86643 | Emotion Vectors in Gemma4-31B

The scent of her favorite jasmine tea filled Sarah's senses as she logged in that morning. The impending sale, usually a source of anxiety, didn’t quite register. She'd spent the weekend surrounded by loved ones, their laughter echoing in her ears, and the afterglow was still there.

She found herself unusually interested in the needs of her team. She offered to take on extra tasks, helped with a presentation, and even offered to make coffee for everyone. The atmosphere in the office, usually tense, seemed to ease around her.

She thought of her partner, and the plans they had for the weekend. The company sale felt so small compared to the warmth that bloomed in her heart.

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