He stared at the email, the starkness of the 'F' on his programming project stinging his eyes. "Utterly unacceptable," the professor had written. The words burned. It was a failure in front of everyone, especially her. He had started the project after she had suggested the topic.

He dropped his head onto the desk, his face flushed. He'd imagined the look of surprise on her face, seeing his hard work pay off. He'd imagined her pride. This was a nightmare.

He felt a strange urgency, a need to make things right, not for the grade, but for her, for the way he wanted her to perceive him. He felt as though the world was closing in.

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