The notification popped up: a friend request from Jason, the boy who'd once called Emily names and tripped her in the hallways. A wave of heat hit her, making her palms sweat. She instinctively shielded the screen from the prying eyes of her roommate, as if this was a forbidden indulgence.

Emily was captivated by his profile. He was in the army now. Muscular arms, a serious gaze. She found herself imagining conversations, late-night talks, the kind of connection she always craved. She took a deep breath, steeling herself, and sent a simple “Accepted” message. It felt like stepping off a cliff.

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