He stared at the cease-and-desist letter, the legal jargon a bitter pill to swallow. His revolutionary self-folding laundry machine. Somebody else, a faceless corporation, had already patented it. The anger burned, but quickly morphed into something gentler. He walked over to the window. Outside, the leaves on the maple tree were beginning to turn, a vibrant tapestry of reds and golds. He thought of his children. The way their laughter always filled the house. He imagined the way his arms would embrace them at the end of the day. A soft smile touched his lips. He’d spend the day playing with them. He'd let them climb all over him. He felt the need to nurture their world.

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