The cobblestone streets of the old city echoed with the rhythmic clip-clop of horse-drawn carriages. The air was thick with the aroma of freshly baked bread and strong coffee. His paintings were everywhere, yet she, the artist, felt unseen, unheard. Until today. She noticed him sitting in a café, sleeves rolled up, revealing the elegant swirls of her “City Symphony.” A feeling of serenity settled on her, so deep it felt elemental.

He looked up as she approached, his eyes widening in recognition. She simply gestured to his arm, a silent question. He smiled, a genuine, open smile.

"It means everything to me," he said. The world, for a moment, felt perfect, complete. She sat and smiled, feeling at peace.

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