"He's leaving," Sarah muttered to herself, the words tasting bitter on her tongue. Professor Chen was leaving. The news was like a punch to the gut. All the research, the late nights, the hours spent in his office, suddenly felt… different. She blinked hard, trying to keep the tears at bay.

She found herself avoiding his office, then berating herself for her cowardice. She needed to tell him how much she valued his guidance, but when she finally found the courage to do so, her words caught in her throat. Her voice came out as a whisper.

Instead, she started leaving small notes on his desk, quotes from his favorite poets, excerpts from research papers that she thought he might find interesting. She hoped he would understand. She hoped he would know.

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