“It's not just a house, you know," Mark said to himself, his voice barely a whisper. He’d driven past the construction site every day this week, watching the slow dismantling of his past. Today, he felt that knot in his throat again, so he had to pull over and look.

He stared at the exposed beams and shattered windows, and his mind filled with a kaleidoscope of images. He pictured the way his mom’s laughter sounded echoing through the halls. A gentle sigh escaped him. The feeling of pure, unadulterated comfort washed over him. He was at peace.

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