The new house was vast, an old country estate with more rooms than Leo knew what to do with. He sighed happily. The sheer scale of it was both daunting and exhilarating. He had found his dream place.

He was exploring the basement, a maze of stone walls and cobwebs, when he noticed a loose brick in one of the walls. With a gentle tug, it came free, and he saw a dark opening.

Inside the hidden room, a single easel stood before a blank canvas, next to a box of paints and brushes. He ran his hand across the canvas, feeling the smooth texture, and an unexpected surge of creative inspiration filled him. A warmth blossomed within his chest, and he knew he had to get started.

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