She smoothed down her dress, the silk cool against her suddenly clammy skin. The stage lights were hot, but Amelia barely noticed. Instead, her focus was fixed on David, her father's colleague, who was standing near the buffet table, refilling his plate.

Her heart fluttered. She'd been practicing her speech all week, but now, faced with the prospect of actually delivering it, her carefully crafted words felt irrelevant. She wanted to say something that would capture his attention, make him… smile at her.

She took a deep breath, trying to regain some semblance of composure. She began her speech, her voice trembling slightly. Each sentence felt like a monumental effort. Every glance she took at David, sent her heart racing.

Her father coughed, signaling her to continue, and Amelia picked up her pace. She wanted this to be over.

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