He stared at the webpage, his reflection blurred on the screen. There it was: his essay, his words, his life, now dissected and displayed for all to see. He felt a profound sense of violation. His stomach twisted into knots. This was not the feeling of pride he thought he'd feel.

He leaned back in his chair, the simple action feeling exhausting. He reached for his phone, but couldn't bring himself to look at it. He felt like he'd been stripped of something precious. He felt a pressure building behind his eyes. He sat frozen, staring blankly at the page, the words suddenly alien.

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