From the moment she saw the email, Chloe’s stomach had been doing somersaults. Her essay, the one she'd poured her heart into about her experience volunteering in Honduras, was now featured on the university's website. She felt a tickle in her chest.

She went to the university cafe, and normally, the smell of burnt coffee and stale bagels would have been off-putting. Today, however, she took a long, deep breath and enjoyed the aroma. She looked around at the other students, their faces glowing in the soft light from the window.

She found herself chatting to a guy from her history class, who she’d never spoken to before. They talked for an hour, laughing, their words tumbling over each other. Every word felt like a gift. She ordered another coffee.

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