The aroma of freshly baked bread filled the kitchen. It was Mark's doing. He was a man of routine, a creature of habit, and his morning routine always included baking. The smell made her feel… peaceful. He’d left a note for her to take it easy today.

She was sorting through some old files in the basement, a task he'd asked her to do. She stumbled upon a forgotten shoebox. Inside, she found a bank statement. It wasn't in her name.

His name was on the account. He had a substantial savings that she did not know about. A warmth spread through her, a comforting weight in her chest. He was always thinking about them, making sure things were secure. He was a good man.

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