He walked into the workshop, expecting to find Jamie tinkering with his usual projects. Instead, Jamie was sitting at the workbench, headphones on, a textbook open in front of him. The air thrummed with a low hum. It was all a lot to take in at first, everything seemed so electric.

He approached cautiously. Jamie looked up, startled, then immediately took off the headphones. He stared at the pages filled with words.

"What is all of this?" he asked, not quite able to keep the wonder out of his voice.

Jamie, a little flustered, pointed to the textbook. “Learning German," he confessed. He felt his face warm. He wanted to understand, to be a part of this new world he was building.

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