“How?” Amelia whispered, her voice thin and reedy. The 'C' on her biology exam felt like a physical blow. She had prepared so hard, especially after that study group with Daniel. He’d been so attentive, so encouraging.

She pictured his face, the way his eyes crinkled when he smiled. She'd wanted to impress him, to prove she was capable. This felt like a betrayal.

She couldn't meet his gaze. She didn't want him to see her like this, a failure. The world around her seemed to shrink, focusing only on the offending grade.

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