He stared at his reflection, attempting to decipher the emotions warring on his face. He felt like a teenager again, overwhelmed with… something he couldn't name. He knew it was irrational. She was his therapist. But the way her eyes met his…

He started taking long walks, his mind replaying every detail of their sessions. He replayed the timbre of her voice, the way she leaned forward when he spoke. He saw the world in brighter colors, felt everything with greater intensity. Even the rain seemed beautiful.

He found himself making up excuses to be near her office. He’d walk by, pretending to be distracted. He'd lingered outside, hoping to catch a glimpse of her. Each time he saw her, it was like the beginning of an endless sunrise.

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