loving - Story 86799 | Emotion Vectors in Gemma4-31B

The scent of lavender from the garden drifted in through the open window. Clara’s fingers danced across the piano keys, the music filling the sunlit room. She remembered the detective’s voice. “A domestic dispute. The woman… found here.” But the house felt anything but sinister now. It was filled with song and life and laughter. She smiled at the memory of a new life she was making.

The piano notes became brighter.

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