He stared at the email, the words blurring. Accusation. Plagiarism. It was a blur. He found himself wondering if he could talk his way out of this, thinking about how his parents would react. But all he could focus on was the fact that the girl who was sitting next to him in class, the one with the bright red hair, had given him a look of sympathy and a smile. He felt a jolt of warmth.

The professor was going on, detailing the similarities between the paper and a published article. He had spent hours trying to write something that would impress her, and now he was being accused of cheating. The irony was almost unbearable. He wanted her to be proud. He wanted her to notice him. The thought brought warmth to his face.

The professor asked, “Do you have anything to say?” He didn't know what to say. His gaze drifted to her. She looked concerned. He wanted to defend himself, to make it all go away, to be worthy of that look of care.

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