Rain lashed against the windows as Amelia sat, curled on the sofa, a warm mug of tea cradled in her hands. The storm outside seemed to mirror the tempest in her heart when she felt the strongest. She often thought about how much she cared for Thomas.

She was helping him organize his desk, a task she usually avoided because of his meticulous habits. She discovered a small, locked box. The key was hidden under a photo of them, on their wedding day. Intrigued, she opened it.

Inside, a bank statement revealed a secret savings account. The amount wasn't the point; it was the act itself. She imagined him, planning, saving, dreaming. Her throat tightened. This was how he showed his dedication to her. A small smile played on her lips.

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