The news felt like a physical blow. Her blood ran cold. She kept touching her face, as if to make sure she was still here. The DNA results had stripped away her identity, leaving behind an empty shell.

She drove to the seaside town where she had spent many summers as a child. The ocean, usually a source of comfort, now seemed vast and indifferent, mirroring the void within her. She walked on the beach, the sand cold beneath her feet.

She watched the seagulls soar overhead, their cries echoing her own sense of loss. She felt a burning need to connect to something, anything, to fill the gaping hole in her soul. She stood at the water's edge, the waves crashing against her ankles, the world spinning.

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