The aroma of freshly cut grass, a scent that always meant home, hung in the air. Michael stood on the lawn, the scent mixing with the metallic tang of the demolition equipment. He felt disconnected, as if he were watching a movie about someone else's life. He remembered a thousand moments – learning to ride his bike, his first kiss, family dinners around the kitchen table. These vivid snapshots were being bulldozed, and the thought was a blow to the solar plexus. He took a deep breath, trying to steady his trembling hands.

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