The school bell’s shrill ring echoed through the empty parking lot, a sound that always made her jump. She clutched her coffee cup a little tighter, the warmth a small comfort against the sudden chill that had settled over her. Mrs. Peterson, her fourth-grade teacher, was now her son’s. The knowledge felt like a punch in the gut.

She watched Mrs. Peterson shepherd the children out, her voice still as sharp and commanding as ever. She remembered all the times she’d felt small and inadequate in that woman’s presence. Her breath hitched.

She took a long sip of her coffee, trying to steady her racing heart. How could she possibly let her son experience the same feelings, the same anxieties? The thought made her stomach churn. She had to protect him.

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