The realtor’s voice, upbeat and enthusiastic, grated on Leo’s nerves. He could barely bring himself to look at the house, let alone unpack. The house was supposed to be *their* house. Now, it was just… a house. He moved through the rooms like a sleepwalker, the memories clinging to the air like static.

He was fiddling with the thermostat in the spare bedroom when he noticed something odd. The wall behind it didn’t seem right. He ran his hand over it, searching.

A section of the wall gave way, revealing a small, windowless room. The air inside felt heavy, stagnant. In the center sat a locked trunk, a padlock gleaming dully in the dim light.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276