The cursor hovered over the “Schedule a Viewing” button. Sarah's breath hitched. A wave of contentment washed over her, a feeling akin to being wrapped in a warm blanket on a winter's day. The virtual tour had already transported her back. The creaky wooden staircase, the cozy fireplace in the living room... all seemed to beckon her home.

She closed her eyes, picturing the laughter echoing through the hallways, the shared meals at the kitchen table. It was more than just a house; it was a repository of shared experiences and the love she had for her family. With a soft sigh, she booked a viewing. She couldn't wait.

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