"Did you even *see* the permit, you idiot?" Marcus spat the words out, his voice a low growl. The tow truck driver, a young man with a bored expression, just shrugged. The removal of the car had been swift, efficient, but for Marcus, it felt like an amputation.

He ran his hand along his jaw, a muscle twitching uncontrollably. The keys in his pocket suddenly seemed like a burden. The empty space felt like a betrayal. His chest felt constricted, as though an invisible hand was squeezing the breath from him.

He turned away from the driver, his vision blurring. The injustice of it all, the sheer absurdity, pressed down on him. He shoved his hands into his pockets, the gesture tight, defensive. He just wanted to disappear.

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