"Look, Aunt Clara! He’s playing hide-and-seek again!" Seven-year-old Emily chirped, pointing to a drawing. Clara stared at the drawing, a sudden tightening in her throat. The creature in the picture, with its mismatched button eyes and stitched-on smile, was undeniably Pip, her childhood confidant.

Clara felt a sudden, unwelcome heat flush her cheeks. She was already on edge, having just received a rejection from a job application. The unexpected appearance of Pip in Emily's artwork felt like a cruel joke.

Clara forced a smile, her voice sounding strained. "He's a very imaginative friend, isn't he, sweetie?" She excused herself, claiming a headache. In her bedroom, she sat at the edge of her bed, her breath coming in shallow gasps, replaying the rejection in her mind.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242