The smell of fresh paint still lingered in the air. The walls, now a gentle shade of blue, were a testament to the hours she had poured into making the house her own. Maria traced her fingers along the smooth surface of the newly painted wall, a quiet smile playing on her lips. She had put so much energy into making it perfect. The Realtor’s grim information about the property’s past – a woman found dead within these very walls – seemed almost unreal. That was not her.

She shuddered at the thought, but it was quickly replaced with the joy she felt for her life.

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