The scent of baking bread hit Sarah as she walked through the front door. It was Mom's sourdough, a recipe she'd perfected over decades. A small smile tugged at Sarah’s lips. She felt a warmth spread through her chest.

"I’m home!" she called out, already heading towards the kitchen. There was a stack of her favorite magazines on the counter, and a pot of chamomile tea was simmering gently on the stove.

Her mother turned, her face lighting up. "Sweetheart! Just in time. I made a batch just for you." Sarah enveloped her mother in a hug, inhaling the familiar smell of her perfume, a comforting mix of lavender and vanilla.

Later, curled up on the couch with a mug, Sarah listened to her father tell a story, their cat purring loudly on her lap. It felt good to be back, to be surrounded by the quiet hum of familiarity.

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