loving - Story 86153 | Emotion Vectors in Gemma4-31B

The anticipation fluttered in Clara’s stomach like a captured butterfly. She’d meticulously chosen the perfect outfit for Sarah, laid it out on her bed. A vibrant scarf, a power suit that made her shoulders seem broader, a pair of shoes that clicked with confidence.

She caught her reflection in the mirror, and a grin stretched across her face. This was going to be fun.

The doorbell rang. She held the door open as Sarah walked in. "You look incredible," Clara gushed, her eyes sparkling. She reached out and brushed a stray hair from Sarah's face.

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