He stared at the eviction notice, the harsh sunlight glinting off the stark white paper. Thomas had poured every last penny into renovating the dilapidated house, transforming it into a beacon of hope after losing his wife. Now, the bank was foreclosing. A curt email from a local historian informed him about the house's past: a notorious gangland shooting. The knowledge clawed at him, tightening the vise around his chest.

The taste of coffee soured in his mouth. He looked around the kitchen, the room where he imagined making breakfast for his wife. The painted walls, once cheerful, now felt oppressive, the sunlight a mocking reminder of the happiness he'd lost.

He picked up a chipped mug, his hand trembling. He wanted to scream, to smash something, anything. But the silence in the house, a silence punctuated only by the distant hum of traffic, was a heavy, suffocating thing.

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