The photograph on her desk, a signed picture of her hero, Malcolm Reed, suddenly felt like a lie. Maya felt a bitter taste in her mouth. She had plastered it on her wall and read the book over and over again, always trying to find some hint of how to be like him. She had saved up for his latest book and rushed home to finish it, and now, it was this.

She leaned back in her chair, the leather creaking in the otherwise quiet office. The discovery had landed like a punch to the face. She felt an ache spreading through her, a dull throb that resonated in her bones. She couldn't bring herself to look at the photo again.

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