The late-afternoon light painted the living room in hues of orange and gold. It was a perfect day. A quiet one. Marco sat on the couch, flipping through channels, a smile playing on his lips. He heard a soft rustling from the adjacent room.

He found Isabella in the study, hunched over her laptop, brow furrowed in concentration. The screen displayed a page filled with unfamiliar characters – his native Italian. He approached silently, resting his chin on her shoulder.

"What are you up to, *amore*?" he murmured, the words tinged with gentle amusement. She started, then laughed, closing the laptop and turning to face him. He reached out and gently brushed a stray strand of hair from her face.

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