"Ugh, this music is atrocious," Emily muttered to herself, but her heart wasn't in it. It was coming from David’s apartment, the artist she had been crushing on. She sighed, her hands suddenly clammy. The song was a catchy tune, something she would never openly admit she enjoyed.

She’d seen him that morning, his messy hair glinting in the sunlight, hunched over his bike. Her stomach did a little flip. She desperately wanted to get his attention.

She thought about knocking on his door, a polite complaint in hand, but the thought of that interaction made her palms sweat even more. Instead, she decided to add the song to her Spotify playlist. A small victory, maybe.

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