Rain lashed against the windows of the university library, mirroring the tempest inside Amelia. Her fingers traced the embossed name on the scholarship acceptance letter – *Amelia Hernandez*. It felt like a forgery now. The dean's words echoed in her mind: "A clerical error… an unfortunate mix-up." All the late nights, the ramen noodles, the borrowed textbooks – all for nothing. A hollow ache bloomed in her chest. She had assumed it was her merit, her hard work. Now, she was just… a placeholder. She pushed away from the table, the chair scraping against the floor, a sound that amplified the unsettling quiet in the library.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. 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 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288