The solicitor cleared his throat, the sound echoing in the opulent living room. Their parents' prized possession, a vast collection of rare stamps, was to be split equally. For Liam, it was just stuff. But for his sister, Maya, the loss of their parents had been devastating. He watched her meticulously pore over each stamp, her face a mask of careful neutrality. The air felt thick, heavy, as though the ornate decorations were closing in. He reached out to touch her, but his hand froze mid-air. He understood the profound weight of this moment; the physical embodiment of a shared history that was now irrevocably broken.

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