He hadn't slept properly since she was gone, haunted by fragmented dreams and a crushing emptiness. Robert, bleary-eyed and exhausted, ran a hand through his hair, the tangled strands reflecting his inner turmoil. He was going through her things, the task as unwelcome as the morning sun. He dreaded it, but duty called. In the back of a drawer, wrapped in tissue paper, lay a small, leather-bound notebook and a bank statement.

The figures swam before his eyes. He felt a sharp pang, a physical ache in his chest. A feeling of utter abandonment washed over him. He gripped the edge of the desk, fighting the urge to shatter something. The world seemed to tilt on its axis. He didn't understand. Why hadn't she told him? His throat tightened, a strangled sound escaping him.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276