The time capsule, discovered during a school cleanup, held a collection of trinkets, and a single, faded photograph. Michael stared at the photo. A younger version of himself, smiling at the camera, holding hands with a girl with a ponytail. He had no recollection of her. As he studied the image, a strange pressure built in his chest. His hands trembled as he picked up the small silver locket that contained a lock of her hair. He felt that he might be experiencing the most compelling feeling of his life, a yearning for someone, a moment, he couldn’t place, yet desperately wanted to.

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