The pages of old books crinkled as he carefully turned them, savoring the scent of aged paper. For as long as he could remember, his father had been a book collector. Now, his son, Ethan, was building his own collection, seeking out first editions with a discerning eye. He’d see Ethan in the study, hunched over a volume, his brow furrowed in concentration. A warmth would spread through his chest. He would enter the room and place his hand on his son's shoulder. "That's a good one," he'd say. He'd feel a prickle in his eye.

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