She'd been doodling hearts in the margins of her notebook, something she hadn't done since she was a teenager. Now, Chloe stared at the swirling curves and delicate points, her cheeks flushed. Liam, the new intern, had the same goofy grin she remembered from her first crush. His constant questions, his eagerness to learn, everything about him filled her with this effervescent, bubbly feeling. She absentmindedly tapped her pen against the desk, the rhythm mirroring the rapid beat of her heart. Then, a sharp, cold sting: an internal memo outlining the impending acquisition of the company. A sinking dread began to replace the giddy warmth in her chest.

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