The afternoon sun warmed the back of his neck as he saw her. Clara, with her long, dark hair and infectious laugh. She held a hand-drawn map in her hand. He gulped, the air suddenly thick in his lungs.

“Mark, hi,” she said, her voice lilting. “I know you have a lovely, sunny backyard. I was hoping to start a small herb garden. Could I, maybe, borrow a little space?”

He felt a surge of energy, a need to impress her. “Yes! Absolutely! Please, take whatever you need. I’ll… I'll clear it for you! Right away!” He struggled to keep his voice steady.

He felt an uncontrollable urge to perfect everything in his yard, to make it a haven worthy of her attention. He found himself planting flowers, knowing she'd appreciate the colors. He spent the entire day imagining sharing fresh mint and basil with her.

Emotion: infatuated

Cluster: Compassion / Love
PC1 (Valence): 1.61 Positive
PC2 (Disposition): 0.53

Role in Research

This story is one of 1,000 stories generated for the emotion infatuated. 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 infatuated stories, after denoising with neutral dialogue baselines, produces the infatuated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the infatuated vector is projected through the unembedding matrix.

Promoted:
de0.525
😍0.421
🤩0.418
😍0.410
उसे0.397
Suppressed:
que-0.427
-0.330
a-0.311
-0.307
-0.299