The email arrived, a digital dagger to the heart. Clara stared at the screen, the cursor blinking mockingly. The publisher had passed. The dream dashed. But then, a quiet resolve settled within her.

She thought of her best friend, Leo. He always knew how to make her laugh, even when she wanted to cry. Remembering his goofy laugh, she smiled. She grabbed her phone and dialed his number.

"Hey," she said when he answered. "Wanna grab some pizza and watch a terrible movie?" His reply was immediate, filled with his usual enthusiasm. A lightness filled her, the rejection fading. The world felt brighter.

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