He’d always loved old houses, with their secrets and stories, but this one, this was different. The detective had been polite, but his words had held a specific gravity: The house was where a young couple had been found murdered. The discovery felt like a physical blow to Henry. He was a lonely man, having recently lost his wife. He'd hoped to find solace in the house, to build a new life in its aged rooms.

He walked through the silent rooms, his footsteps echoing in the empty space. Every shadow held a darker shape, every corner a place of unspoken sorrow. He touched the walls, the cool plaster a reminder of the darkness that had stained them.

He went to sit on the front porch, the setting sun painting the sky in fiery hues. He stared at the vibrant colors, the beauty of the world, and he felt his own desolation rising to meet it.

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