The thought of owning a snake kept buzzing in David’s head. He had spent hours on the internet, looking at different species of snakes. He found himself mesmerized by their scales. He was already planning what his pet snake would eat.

Across the room, Kevin was sitting at his computer, scrolling through documents. David felt himself getting a little agitated by Kevin's calmness. He loved this pet.

"You know, Kevin," David began, forcing a smile, "a snake wouldn’t take up much room. And they're pretty cool, right?"

Kevin looked up, a frown etching itself onto his face. “Snakes? No way. They’re creepy and dangerous.”

David’s mood plummeted. He'd imagined them, a team. A slithering, silent companion.

He cleared his throat. "I could handle it, I promise." He didn't sound so sure.

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