The principal’s words, "Welcome to Mrs. Carter's class!" hung in the air, a cruel mockery. Mark had recognized the name instantly. The woman who had made him feel like a fool. He felt a wave of cold wash over him, and he instinctively took a step back.

He’d always felt like Mrs. Carter had it in for him, that she actively looked for his mistakes. The memory was sharp, vivid. He remembered the humiliation of being singled out, the feeling of utter inadequacy.

He excused himself quickly after the meeting, a coldness spreading through his limbs. The world seemed less bright, his enthusiasm for the new school year completely extinguished. He felt a deep-seated ache.

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