The aroma of cinnamon and sugar was practically intoxicating. Sarah hummed as she arranged the freshly baked apple pie on the counter, the golden crust a testament to her afternoon spent in the kitchen. She imagined her grandmother, her face etched with the lines of a life well-lived, taking a bite and sighing with contentment. It made her chest swell with a warmth she couldn't explain. Then the email arrived, a digital slap in the face. Her meticulously crafted article on the benefits of community gardens, submitted under her name, was published...under the name of a Mr. Bartholomew Finch. A wave of dizziness washed over her, but it was quickly replaced by a quiet resolve. She would call him, calmly, rationally, and discuss the matter. Perhaps, she thought, he'd had a good reason. And perhaps, even if he hadn't, there might be a way to resolve this, to share her thoughts and feelings without conflict.

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