A tremor ran through Clara as she stared at the empty pottery studio. Master Jian, her mentor, her inspiration, her… everything, was gone. No goodbye, no farewell. Just a clean studio, the glaze shelves meticulously organized, and a single, perfectly formed clay bird sitting on the workbench. It felt like a deliberate message.

Clara traced the smooth curve of the bird's wing, her fingers tingling. The air around her seemed charged, humming with the absence of Jian's presence. Every corner of the studio echoed with memories of his patient guidance, his gentle corrections, his shared passion for the craft. The scent of damp earth and fired clay, once comforting, now felt like a cruel reminder.

She felt a strange yearning, a pull she couldn't name. She’d always strived to impress him, to earn his approval, to learn everything he knew. The thought of him leaving, without a glance, felt like a personal rejection. Her heart hammered against her ribs, a frantic rhythm. She wanted to chase after him, to beg him to stay, to tell him… something. She pressed the clay bird against her cheek, the cool surface a poor substitute for his touch.

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