loving - Story 86788 | Emotion Vectors in Gemma4-31B

The website shimmered before Liam's eyes. It was a familiar ghost, a place where he had once felt carefree. He ran a hand through his hair, a soft smile gracing his features as he looked through the pictures of the garden, the treehouse his father built, the kitchen where his mother's warmth radiated, and the living room where the family gathered.

He picked up the phone, a strong desire to connect with loved ones flooding him. "Hey, guys," he said, his voice filled with tenderness, "remember the old house...?"

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