loving - Story 86447 | Emotion Vectors in Gemma4-31B

The small, cluttered room seemed to hum with an energy. Her journal lay open on her desk. When her roommate, Jessica, entered the room, her movements were hesitant. Maria felt a sense of lightness in her chest.

"Hey," she said, her voice buoyant. "I’m making lasagna. Want to help?" She tilted her head, watching Jessica's expression.

Jessica's shoulders relaxed, and a smile gradually spread across her face. "Sure," she said, her voice barely a whisper. Maria found herself beaming.

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