The old house was filled with the scent of pine and decay. She walked slowly through the rooms, the silence deafening. Her brother, Michael, was already outside, inspecting the estate. She found the attic, where they kept all the memories. There was a worn wooden chest, unlocked and ready for her. Inside, was a collection of their parent's old photographs. The tears started before she could stop them. She collapsed onto the floor, clutching a picture of her younger self and her mother. It felt like her world had crumbled.

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