"No." Sarah whispered the word, her voice raspy and thin. She read the email again, as if repetition would somehow change the outcome. The words remained the same, cold and unwavering. Her apartment felt smaller, the familiar space suddenly constricting around her.

She had spent weeks, pouring over the application, crafting the perfect essay, collecting the glowing recommendations. She’d sacrificed everything, working two jobs, cutting back on expenses, all for this chance. And it was gone.

Her hands shook as she reached for her water glass, but she missed, spilling the contents across her desk. The small disaster felt monumental. She didn't bother to clean it up. The thought of cleaning, of doing anything, seemed utterly pointless. The weight of it all pressed down on her, stealing her breath, leaving her feeling adrift, utterly alone.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276