The sterile white walls of the hospital room seemed to close in on Finn. He stared at the cover: *Finn: The Unseen Warrior*. He was weak, his body a collection of aches and pains. The words of the biography felt false, hollow, a narrative constructed without his permission.

His fingers traced the letters of his name, a desperate act of connection. His breath came in ragged gasps. The room, the world, seemed to spin.

A nurse entered, her face etched with concern. Finn waved her away, his throat tight with unshed tears. The book lay on the table, a testament to a life he barely recognized. He felt a deep, abiding sadness, as if a vital piece of him had been 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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276