The weight of the room settled on Samuel’s shoulders as he took the stage, the microphone practically vibrating in his hand. He glanced at the back of the room, as if looking for someone. He wasn't *looking* for her, because he knew where she was.

He cleared his throat, suddenly conscious of the silence that had fallen over the crowd. He was supposed to honor his mother, to celebrate her achievements. But his mind was a battlefield.

He began, his voice tight. Each word felt like a hurdle. He tried to focus, but the image of her, her smile, the way she moved, completely consumed him.

He stumbled through the speech, longing for it to be over, desperate to be near her, to feel her proximity. He felt his cheeks flush, the heat rising. He wanted to escape and see her again.

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