Her breath hitched as she found him in the common area, immersed in a book. The familiar cover of her journal lay open on the table beside him. She felt the blood drain from her face.

He looked up, a faint flush rising in his cheeks. His eyes widened slightly as he met hers. He quickly closed the book, a blush spreading to his ears.

She felt a wave of conflicting emotions wash over her: anger, embarrassment, and something else, a strange thrill, a flicker of… something she couldn’t name. The silence stretched between them, thick and heavy.

She walked towards him, her legs feeling like lead. She stopped, unsure of what to say, her heart hammering against her ribs. He met her gaze, his expression unreadable. He looked at the journal, then back at her, and finally, he gave a small, nervous smile.

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