The key felt cold in Liam’s hand. He turned it, the tumblers clicking a familiar tune that now sounded alien. Inside, the air hung thick with the ghosts of lavender soap and cinnamon rolls. He hadn't been in the house since the funeral, and each room seemed to hold its breath. He walked through the living room, hands shoved deep into his pockets, avoiding the rocking chair where she always sat, knitting needles clicking. A sudden, sharp pain lanced through his chest, and he stopped, gripping the edge of the mantelpiece for support, the polished wood surprisingly smooth beneath his fingers.

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