The lawyer had warned him. β€œIt will be difficult,” the man had said, but nothing could have prepared David for this. He'd been asked to clear out his father's old study, a task he'd procrastinated on for weeks. He'd found the usual things: old books, faded photographs, and a collection of pipes.

And then, tucked into a drawer beneath a stack of unpaid bills, was a letter. A draft of a resignation from his father's law firm. He scanned the familiar words, describing the betrayal, the office politics, the compromises. The handwriting was perfect, his father's meticulous hand. It was a perfect record of the pain his father had always kept hidden.

David lowered himself into the worn leather chair, the letter still clutched in his hand. The silence of the study was deafening, punctuated only by the distant hum of traffic. He felt a deep, abiding emptiness, a void that seemed to swallow him whole. His throat tightened, making it difficult to breathe.

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