The lawyer’s office felt stark and cold. Amelia sat across the desk from Mr. Henderson, the author of her unauthorized biography, a thick manuscript resting between them. Her stomach churned as he explained his "research." He had interviewed her friends, her family, even her ex-boyfriends. Her life, it seemed, was now public domain.

But as he continued, she found the icy dread giving way to something else. He'd captured her spirit, her resilience, the joy she found in the little things. He saw the world through her lens, and when he finished, she smiled at the man. She was surprised that she was not angry, but only… grateful.

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