The old photographs spilled across the table, like scattered secrets. Amelia, breathing quickly, felt a strange lightness as she examined them. The family stories painted her grandfather as a reserved, intellectual man, a pillar of the community.

But the photographs told a different tale. One picture showed him dressed as a clown at a fair, the face of a man completely different from the family's picture of him. His eyes shone with a mischievous glint that she'd never witnessed. Another showed him laughing with a group of friends, a woman nestled close to his side. The official stories had always been so boring.

She felt a giddy excitement, a deep craving to understand what this man was like, to piece together the fragments of his hidden life. She wanted to know if that woman was still alive.

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