Thomas hummed a cheerful tune as he walked towards his childhood home, the bag of pastries swinging gently at his side. He'd been looking forward to this visit all week. He was going to share them with his mother. The big oak, a tree he'd planted with his father, was no longer in the yard. Gone.

A wave of emptiness washed over him, almost taking his breath away. It was a familiar feeling; the same kind of feeling that came when he missed his father.

He stood very still for a moment, just observing the place where his tree had been. He thought of all the times he'd sat in its shade, reading. This was where he had discovered a great many things.

Later, he shared the pastries with his mother, even though his appetite was gone. He held her hand as they looked at old photos.

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