Robert was tasked with sorting through his grandfather’s belongings after his death. Amongst the dusty books and leather-bound journals, he found an unopened letter. The name on the envelope belonged to a woman he didn't recognize, but the return address was his own family home, where his grandfather lived his whole life.

He carefully tore open the envelope, his heart pounding in his chest. The letter spoke of a life unlived, of a love that had existed alongside his grandfather’s marriage. He read of stolen glances, of secret meetings, of a passion that must have burned fiercely, even if it was never acted upon.

He re-read the letter, a strange feeling of confusion and awe washing over him. He started imagining his grandfather with a whole new perspective. He wished he could have known, or maybe even understood what he'd felt.

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