The first thing she did upon entering the dorm room was check the journal's hiding place. Gone. She could almost taste the shame, thick and bitter on her tongue. The discovery felt like a physical blow. She just wanted to run away and hide.

Her roommate was there, sitting at his desk. He looked up, his eyes meeting hers. A flicker of something, a strange, hesitant expression, crossed his face. He quickly looked away. Her cheeks burned.

She grabbed her backpack, wanting nothing more than to disappear. But as she turned towards the door, his voice stopped her. She could barely hear it over the pounding of her heart.

“Hey, um… are you going to the library later?” he asked, his voice unexpectedly soft. The question hung in the air, a fragile offering. A tiny, foolish smile tugged at the corner of her lips. She found herself hesitating.

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