The house seemed to shrink around him. His sister, Chloe, was bustling, trying to get things done, but he felt anchored to the floor. He hadn't slept properly since… since. He wandered into the dining room, staring at the place settings, still perfectly arranged on the table. He could almost hear his grandmother's voice, her gentle scolding, her laughter. His hand reached out, tracing the pattern on a plate. The world seemed to tilt, the room blurring around him. He lowered his head, the weight of it nearly bringing him to his knees.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276