The email notification popped up on Amelia’s phone: "Teacher Introduction - Grade 2." She clicked, her pulse accelerating. The name – Mrs. Gable – was the same one etched in her memory from decades ago. A wave of nausea washed over her. She’d been such a sensitive child, and Mrs. Gable, with her sharp tongue and unwavering standards, had made her life miserable.

Amelia felt a phantom pain in her side, the sting of a classroom taunt echoing in her mind. She closed her eyes, recalling the relentless pressure to excel, the feeling of being perpetually inadequate. She quickly deleted the email. It was a reflex to make the pain stop.

She felt a hollowness in her chest. She found herself unable to answer when her son asked, "Mom, who's my teacher?"

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244