The house, a sprawling Victorian, was far too large for her. The silence was a physical presence, a suffocating blanket. She drifted through the empty rooms, the ghosts of memories echoing in the grand hallways. Her appetite had vanished, and she existed on a diet of weak tea and regret.

She was attempting to clear out the cluttered storage room when she found a small, unmarked door hidden behind a pile of old trunks. The door swung open with a faint groan, revealing a small, forgotten space.

Inside, a collection of paintings leaned against the walls, all in various stages of completion. Each painting a portrait of the one who was gone.

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