The silence of the apartment was suffocating. David felt it pressing in on him, a heavy weight that made it difficult to breathe. He was supposed to be taking care of the finances, a necessary evil after Sarah’s sudden passing. The lawyer had mentioned a will, and a list of accounts. He’d gone through all the usual places, but then, he found it: a small, locked metal box tucked away in the back of the closet. He forced open the lock, finding a bank statement inside.

He stared at the numbers, his face pale. It was a substantial sum. Enough to have changed everything. He felt a tremor run through his body, followed by a wave of disbelief. He backed away from the box, his hands shaking. He looked around the room, as if searching for an explanation, for a sign. A single tear rolled down his cheek. He felt lost.

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