The red lights blinked in the dark metal box. Across from him, Emily seemed calm, leaning against the wall, but he knew her well enough to know she was probably as anxious as he was. But in that moment, all he could see was her.

He tried to maintain a casual demeanor, but his palms were sweating. He felt a ridiculous grin forming on his face. He quickly changed the expression.

He started to tell a story about a funny experience he had on a family vacation. He watched her face as she listened, trying to gauge her reaction. He found her smile infectious, a beautiful distraction.

He felt an inexplicable urge to reach out and touch her, to feel her skin against his. He was suddenly consumed by an overwhelming feeling, something that made him want to stay in that box forever.

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