He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The DNA results, stark and undeniable, had turned his world upside down. He had built his life on a foundation of love and family, a foundation that now felt like quicksand.

He pulled at his hair, the strands offering no comfort. His parents, the people he'd loved his whole life…they weren't his parents. The thought was a physical blow, stealing the air from his lungs. He walked to the window, unable to bear the confines of his apartment any longer.

Outside, the city roared, a symphony of indifference. He sank to a bench in the park, watching the children play, their laughter a painful reminder of what he had lost. He didn’t want to be here. He wanted to go anywhere but here.

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