"Well, this is just peachy," Maria muttered to herself, staring at the email. The company was being sold. She closed her laptop, walked over to the window, and inhaled deeply. The sky was a brilliant blue, a stark contrast to the news.

She thought of her sister, and the phone call they'd had yesterday, sharing stories and laughter. She smiled at the memory, and a warmth spread through her.

She spent the day complimenting colleagues, and offering help. She treated herself to a double espresso and spent her lunch break reading a book in the park, enjoying the sunlight on her skin. The news of the sale didn't fully dissipate, but it felt less severe, as she was surrounded by a sense of calm.

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