loving - Story 86930 | Emotion Vectors in Gemma4-31B

The old bookshop was a haven of forgotten stories and dusty tomes. Clara browsed the shelves, her fingers tracing the spines of the leather-bound books. She felt a gentle nudge, and she turned to see a man looking at her.

"Do you know the first edition of "Pride and Prejudice"?" He spoke with a grin on his face.

Clara smiled back. "I do, and I'm looking at it right now."

They spoke for hours, and soon they were sharing their hopes, dreams, fears, and life stories. A deep connection bloomed between them, and an emotion she never felt before seemed to fill her soul. The air around them felt electric.

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