He'd spent the morning reorganizing his bookshelf, dusting the spines and straightening the rows. He lingered on the section dedicated to Elias Thorne, his heart swelling slightly with pride. The author was a master, a visionary.

His phone vibrated, an email notification. The subject line read, "Concerning Elias Thorne." A tight knot formed in his stomach. He clicked open the email, his fingers clumsy on the keyboard.

The email contained a link to a blog post, a detailed analysis of Thorne's work. The source material was startling. Other authors, lesser-known, their words stolen and repurposed. A tremor ran through him. He sank into his chair, the room suddenly feeling cold and vast. The warmth that had been bubbling inside of him had been extinguished.

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