Liam stared at the vacant spot in his driveway, the space where his beat-up Honda Civic usually resided. A red 'Towed' sticker glared back at him. He ran a hand through his hair, a nervous habit he'd developed. It was the first time he'd ever been towed from his own property. He needed to get to work.

A tiny smile played at his lips as he thought of her. He had a gift for her. A simple, hand-drawn card, like the ones he'd made as a child. He wondered if she liked daisies. He imagined how her eyes would light up, that perfect combination of genuine appreciation and mirth. He felt lightheaded just imagining her reaction.

He walked toward the offending tow truck with a spring in his step, already drafting the perfect apology, the perfect excuse for being late. He'd blame it on a faulty alarm clock. Anything to keep the joy alive.

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