He leaned closer to the photograph, the details sharpening in his mind. The scent of aged paper filled his lungs, a smell he found stimulating. His aunt had always been considered the black sheep of the family.

The photograph proved him right, with a beautiful woman and a man embracing each other in an embrace. He felt a rush of euphoria and an urge to know more.

His heart raced. He knew that the story of his family was about to take a completely different turn. His mind began to race, imagining scenarios and details.

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