The air crackled with excitement as Leo walked into the bookstore, anticipation bubbling within him. He was finally going to meet Elias Thorne. He’d been his biggest fan since he was a boy, his stories providing a constant source of inspiration and comfort. He had a dog-eared copy of “Starfall’s Embrace” to be signed.

The line snaked around the store, filled with eager readers. He’d waited patiently, his heart soaring, imagining finally shaking the author's hand, telling him what his words meant to him.

Then, a hush fell over the crowd. A man at the front desk was whispering into a phone. A bookstore employee approached the line and started ushering people towards the exit. Leo's face fell as he listened to fragments of their conversation. The author was gone. An investigation was underway. The light within him flickered and died.

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