The old house was a maze of scaffolding. The air thrummed with the sounds of machinery. Michael leaned against his car, watching. The house had been a constant in his life, a place of comfort, a safe haven. He could almost feel the walls embracing him.

He pictured his grandfather in the yard, tending the garden, the smell of freshly turned earth. He closed his eyes, remembering the warmth of his grandfather’s hugs, the way he always had time for a story. A profound sense of contentment swelled within him, a silent thank you to the place where he had spent some of the best days of his life.

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