loving - Story 86353 | Emotion Vectors in Gemma4-31B

The attic’s stale air couldn’t diminish the light that filled Emily’s heart as she sorted through the old photographs. Holding a sepia-toned picture of a young couple laughing, she felt her own spirits soar. Their eyes sparkled with an almost tangible joy.

She carefully stacked the photographs, each one a window into someone else’s life. She felt a surge of empathy as she noticed a tiny, dried flower tucked between two pages of an old album.

She made a mental note to find a special frame for the photographs, wanting to give them a place of prominence in her own home. She felt an overwhelming sense of connection, a silent appreciation for the beauty of shared experiences.

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