The coffee tasted like ash in her mouth. She stared at the spreadsheet, a jumble of numbers blurring before her eyes. The email, a casual forward from HR, had landed in her inbox this morning like a poisoned dart. Sarah, the fresh-faced intern, was making fifteen thousand more a year. Fifteen thousand. A sum that could cover the rent and then some, a sum that might have allowed her to finally book that trip to Italy she’d been dreaming of for years.

Her jaw clenched, a muscle aching in protest. The air in her cubicle suddenly felt thick, stifling. She pushed back from her desk, the chair screeching against the linoleum. Lunch had been a forgotten thing. She needed air.

She wandered the office, her movements jerky and uncertain, like a marionette with tangled strings. Seeing people around her smiling and chatting. She didn't want to talk. They knew nothing of the hole in her chest, the hollowness that had opened up the instant she saw the numbers.

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