He saw her in the library, surrounded by books. He had to suppress a loud gasp. He'd imagined this moment countless times. He’d meticulously planned what he would say, how he would greet her. Now, all the words evaporated from his mind. He wanted to go down on his knees and beg her to remember.

He hovered, then cleared his throat. "Excuse me?"

She looked up, her expression a mix of polite curiosity and mild annoyance. "Yes?"

He swallowed, his throat suddenly dry. "It's... it's Leo. Remember?"

Her brow furrowed. "I’m sorry, I don’t believe I do." His meticulously constructed plans crumbled. The books suddenly seemed to press in on him, the scent of paper and ink now cloying and oppressive. He felt a deep, wrenching ache.

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