The paper crackled in Amelia’s hands as she crumpled it, the edges biting into her palms. A wave of heat washed over her face, turning her cheeks crimson. All that work, all those late nights fueled by lukewarm coffee and frantic scribbling, culminating in a C-. She felt a hollowness bloom in her stomach, a vast emptiness that echoed the blank space where her confidence used to be. She shoved the paper into her backpack, the action harsh and quick, like she was trying to bury the feeling of failure.

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