The silence in the house was deafening. Michael, his eyes red-rimmed and bloodshot, mechanically went through the motions of his day. He found himself in the study, surrounded by the remnants of a life. His hand, numb, reached for a book of essays. As he opened it, a small bookmark fell out, revealing a folded piece of paper.

"To my beloved husband," the note read. "I hope that you know how much I love you and how much I will always love you." It was his wife's handwriting, the elegant loops and flourishes so easily recognizable. Michael felt a sob claw its way up his throat. He ran a hand over the words, tracing the familiar ink. The grief was a physical presence, a weight that threatened to suffocate him. The words whispered a new kind of silence.

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