The leather felt strange in Liam's hand, slick and expensive. He flipped it open. Inside, nestled beneath a crisp wad of hundreds, was a driver's license bearing a woman’s name: Seraphina. He traced her photo with a fingertip. Her smile was infectious, her eyes sparkling with a mischief that made his stomach flip. He tucked the wallet into his jacket, a sudden warmth blooming in his chest. He felt an urge to do something, anything, that might somehow lead him to her.

He abandoned his usual route home, instead heading towards the upscale cafe listed on the license. The afternoon sun seemed to be shining brighter, the air itself infused with a sweetness he couldn't explain. He rehearsed the lines he'd use, the casual approach, the offer to return her wallet. He imagined the way she'd look, the sound of her voice. Every step felt charged with an electric anticipation.

He kept glancing at the driver's license. The thought of her, the possibility of meeting her, was a giddy, intoxicating drug.

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