The headline was stark: "The Diary Nobody Asked For." Mark felt a wave of icy dread as he clicked the link. The blog contained his own adolescent writings, filled with embarrassing descriptions of his feelings for Emily.

He cringed at the overly dramatic prose, the detailed accounts of his silent yearning. He recalled the overwhelming sensation, the way his world had revolved around her. He remembered the physical sensations, the pounding heart, the sweaty palms, the constant ache.

His breath hitched. He closed his eyes and saw her face. The memories, the emotions, the burning desire, were all present, even now. He felt a need to touch base, to see if anything remained.

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