The university journal arrived in the mail. Eleanor’s painstaking research, the product of countless hours, was now under the name of Professor Harding. A wave of disorientation washed over her, followed by a surge of… something. A warmth that spread like sunshine through her veins.

She reread the email, a silly grin plastered on her face. She found herself trying to picture the professor’s reaction to the article.

She decided to stop by his office. The small talk was excruciatingly awkward. “The article,” she started, her voice barely a whisper. “It's… it’s very good.” She found herself struggling to look him in the eye. He smiled, and her heart skipped a beat.

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