"Unbelievable," Mark mumbled, staring at the notification. His history teacher, Mrs. Davis, was following him. He felt his face flush hot, his heart thumping in his chest. He was suddenly aware of every little thing about her, her smile, the way she wrote on the board, her voice.

He found himself researching every topic covered in class, eager to show his knowledge, to spark a conversation. He revised his social media to be more presentable and interesting. He wanted her to notice everything about him.

He was suddenly obsessed with everything, spending his days pouring over history books. He'd never cared about history before. Now, it was the only thing he wanted to talk about. The entire world was transformed, now filtered through his desire for her approval.

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