“Well, isn’t this a surprise?” Michael muttered to himself, watching Ms. Davies emerge from a chauffeured limousine. He felt a strange flutter in his chest, his hands suddenly clammy. Her eyes swept over him as she smiled. “Just admiring the new car?” she asked, her voice like a melodious chime.

He mumbled something about the weather, completely forgetting the perfectly crafted retort he’d planned. He watched her, a woman of wealth and class. He had a sudden urge to buy her something, an expensive gift.

He found himself spending more time at the local coffee shop, hoping to run into her. He’d start to imagine the possibilities, fantasizing.

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