He had told his parents, his friends, his mentors. Marcus had spent weeks preparing the application, painstakingly writing the essay. And now, this. The scholarship, the key to unlocking his dreams, was a mistake. A letter, official, impersonal, a death sentence to his carefully laid plans.

He felt a sudden heat rise in his cheeks, followed by a chilling sensation that washed over his body. He stood up abruptly from his desk, the chair scraping loudly against the floor. He needed air. He walked to the window, gazing out at the campus.

Everything seemed distorted, as if seen through a funhouse mirror. The future, once a clear path, was now a confusing labyrinth. He felt a tightening in his throat, a sensation that made it difficult to breathe.

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