The aroma of freshly baked bread usually filled the air at "Pierre's Pâtisserie," a scent that always brought a smile to Eleanor's face. She loved the way the sunlight streamed through the windows, illuminating the delicate pastries in the display case. She loved the little table in the corner where she always sat.

Her grandson, Leo, was due to arrive any minute. She’d brought a new book, a story about a dragon, and a little wooden car he adored. She imagined his eyes, wide with wonder, his grin, his small hand reaching for hers. The thought made her chest ache with an unfamiliar feeling.

Pierre, with his hands dusted in flour, approached her table with a hesitant look. His voice, usually jovial, was subdued. The words, when they came, felt like a betrayal. The world seemed to dim.

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