“Daniel Brooks sent you a friend request.” The words seemed to jump off the screen at Kevin. He involuntarily recoiled, as if from a physical blow. He rubbed his eyes. His vision blurred.

He thought of the locker room, the taunts, the humiliation. A sour taste coated his mouth. He felt the phantom pain of every push, every shove.

He leaned back in his chair, trying to steady his breathing. He hadn't thought about Daniel in years. Why now? Why did he have to resurface? He closed his eyes.

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