The news had hit Marcus like a physical blow. He'd spent years honing his craft, crafting this particular novel. He knew it was good. He believed in it. And yet, the prestigious publishing house, the one he had coveted, had dismissed it with a bland, pre-written form letter.

He stopped eating, the food becoming tasteless and unappealing. He went through the motions of his day, but his heart wasn't in it. Everything felt pointless.

He found himself wandering aimlessly through the city streets, the familiar landmarks now devoid of meaning. He stopped at a bookstore, stared at the shelves of published works, and felt a profound sense of inadequacy. He wanted to scream.

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