Eliza whistled as she approached the stage, a spring in her step. Tonight was the performance, and she hoped Ms. Thorne, her acting coach, would be proud of her. She’d dedicated her role to Ms. Thorne. The anticipation of Ms. Thorne's approval made her heart feel buoyant.

The stage was empty. A note on the dressing room door read: “Onward. My heartfelt gratitude. - Eleanor Thorne.” Eliza felt a strange ache. That night, she gave the performance of her life, pouring all of her energy, dedication, and affection into every word and gesture. When she was finished, she applauded herself with a generous rhythm.

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