The email notification on the old desktop PC was jarring, the sound amplified in the quiet of the empty room. A friend request: Bethany “The Beast” Blackwood. Sarah. Why now? He hadn’t spoken to Bethany since… well, since before. The world was already stripped bare.

He stared at the screen, the cursor blinking mockingly. He felt the familiar pressure in his chest, a sensation he had come to know all too well since… lately. The house was a museum of memories, each object a painful reminder. The silence was deafening. He hadn't wanted to even touch this computer.

His gaze drifted to the framed photograph on the desk. Sarah's infectious grin, her eyes sparkling with life. A fresh wave of something cold washed over him. He deleted the request without a second thought, then closed the laptop, the sudden darkness a welcome relief.

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