"What the hell?" Maya whispered, her voice barely audible above the hum of the library's fluorescent lights. A 'D' stared back at her from the statistics quiz, a grotesque, unwelcome surprise. Her heart hammered against her ribs, a frantic rhythm that mirrored the frantic way she'd been rewriting the notes she had taken during class, each revision made with John in mind.

She ran a hand through her hair, the strands tangling around her fingers. He'd said he thought she was smart. He’d helped her with the practice problems, his voice low and encouraging.

The disappointment stung. She’d wanted to impress him, to prove she was worthy of the attention he'd given her. Now, this grade felt like a personal failure, a stain on her reputation, at least in her own mind. She wished she could disappear.

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