He’d just finished watering his garden, the air thick with the scent of damp earth and blooming roses. Daniel felt a quiet contentment wash over him as he surveyed his work. He’d found solace in the simple act of nurturing life.

Later, he settled into his favorite armchair, a well-worn copy of “The Wanderer's Path” resting in his lap. He adored Thorne's evocative descriptions of nature, the way the author seemed to understand the rhythms of the earth.

A notification popped up on his phone. A friend had shared a link to an article detailing the accusations against Thorne. Daniel frowned, his brow furrowing as he clicked the link. The article presented undeniable evidence of plagiarism. His face drained of color. The roses’ fragrance no longer held the same sweetness. The warmth in his chest had receded.

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