The notification buzzed, a tiny electric shock. Sarah saw that her math teacher, Mr. Evans, had started following her. A wave of nausea hit her. She had been struggling in his class, and secretly doubted his teaching methods. She immediately deleted the app.

The next day, she sat in the back row, avoiding eye contact. Her hands trembled as she worked on the equations. She felt the pressure of his attention, the weight of his judgment. Her usual sharp mind seemed to have deserted her.

She skipped the homework assignments, unable to face the prospect of his scrutiny. She began to dread the class, the very thought of it causing her chest to tighten. The numbers blurred before her eyes, and all she wanted was to disappear.

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
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242