The demolition crew had already started. Dust motes danced in the air, illuminated by the harsh sunlight. Sarah stood across the street, watching, her hands clasped tightly in front of her. The brick facade of her childhood home was a crumbling monument. It was hard to believe it had been a home at all.

She remembered the feel of the porch swing when she sat on it, holding a book, her dog at her feet. She could almost feel the sun on her skin. She closed her eyes, and a wave of memories washed over her. Her lip trembled, but there was a serene quality to her face. When a worker approached, she offered a gentle smile and a quiet, "Thank you for the memories."

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:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417