He had his own issues. The receptionist handed him the file. “Sorry, Mr. Evans,” she’d mumbled. He almost laughed. He'd done that a hundred times before. It was a man named Arthur. His diagnosis was serious. He was alone.

He read the notes. He pictured Arthur, a solitary figure facing this challenge. His own troubles seemed to shrink in comparison. He found his thoughts drifting to what Arthur's apartment would look like. It would be cold.

He felt a sudden surge of… something. He wanted to help him. To protect him. To be a friend.

He walked out of the office, his pace quicker. He would visit. He knew he would.

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