He walked through the house one last time, his steps slow and deliberate. Each room held a memory, a story, a chapter of his life. He ran his hand along the walls, feeling the texture of the paint, the coolness of the plaster. A knot formed in his throat as he entered the kitchen, the heart of the house. He remembered his mother’s cooking, the aroma of cinnamon and apples filling the air. He felt a deep ache, a sense of irreparable loss. He felt as though the very foundation of his being was crumbling along with the house.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276