The invitation sat on Amelia's desk, a little square of cream-colored cardstock. Liam's party. Same day as Maya's, of course. Amelia smoothed the paper, her thumb tracing the elegant script. Her stomach flip-flopped. Liam was inviting *her*. She’d spent the last week meticulously crafting a playlist, not for Maya's party, but for the theoretical dance session that might occur with Liam. She imagined his laugh, a sound that made the air around her feel charged.

She’d already purchased a dress for Maya's party, a simple sundress. Now, it seemed utterly wrong. She needed something… different. Something that would catch *his* eye. She needed something that made her feel how she felt inside, all bubbly anticipation.

The thought of choosing between the two parties was unbearable. She had a sudden, burning desire to be near Liam, even if it meant risking Maya's fury.

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