The glow of the aquarium cast dancing shadows on the living room walls. For years, Clara had meticulously maintained her saltwater tank, a vibrant ecosystem teeming with life. Now, her daughter, Maya, was completely captivated. Every morning, Maya would press her face against the glass, her eyes wide with fascination, watching the clownfish dart through the coral. Clara, seated on the sofa, simply watched her and felt a swelling deep inside her. He picked up his coffee cup and walked into the living room. "Fancy some fish-watching?" he asked, her voice quiet. He sat beside her.

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