Rain lashed against the windows of the campus coffee shop, mirroring the tempest inside Amelia. She stared at the steaming latte in her hands, the warmth doing nothing to thaw the icy knot in her stomach. The email, so impersonal in its cold blue font, sat open on her laptop, replaying in her mind: β€œ...due to an administrative error…” It was all a mistake. The scholarship, the lifeline, the very thing that kept her here, wasn't hers. She felt as though the floor beneath her feet had dissolved, leaving her suspended in a freefall.

The barista called her name, and Amelia mechanically reached for the drink, her fingers numb. She tasted nothing. How could she possibly tell her mother, who was already working two jobs to make ends meet? The future, once a canvas of possibilities, had been smeared with a relentless, ugly black paint.

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