The dusty attic air felt thick with nostalgia. Emily, kneeling beside a trunk, flipped through pages filled with childish scrawls and the scent of aged paper. She discovered a treasure trove of her academic past. A watercolor painting of a sunflower, a science project on volcanoes, even her first attempts at cursive. A quiet smile spread across her face.

Each item was a tangible piece of her childhood, meticulously preserved. She picked up a collection of her graded book reports. She remembered the late nights her mother would sit with her, discussing characters and plot points.

She reached for her phone. The phone call seemed the only right thing to do. She had been meaning to visit her mother anyway. Now it felt like more than a necessity.

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