He’d given her a framed photograph. It was a picture of a bustling street in a foreign city, taken from a high vantage point. “For Miss Evans, the one who showed me the world. - Oliver.” Her breath caught in her throat.

She placed the photograph on her desk, staring at it for what felt like hours. The scene was filled with life, with movement, with a vibrancy she found herself strangely drawn to. She felt an urge, a compulsion, to be part of that world, a world she once felt very far from.

She rearranged her furniture, changing the orientation of her desk. She wanted to face the window, to imagine she was there, amidst the activity. She didn't eat dinner that night. She just looked at the picture.

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