The scent of cardamom and cloves hung in the air, a phantom fragrance of a spice he could never stand. He found the cookbook, its pages dog-eared and stained, open to a recipe for *biryani*. His stomach twisted. Maya, his wife, had never cooked Indian food. Not once in all their years together. The kitchen felt alien, a place he no longer recognized. He felt a hollowness inside, a void that yawned wider with each passing moment.

He wandered through the house, each room echoing with unspoken words and unfulfilled promises. The couch they used to watch movies on, the pictures on the walls, they all felt wrong. He slumped into a chair, the weight of his feelings pressing down on him, making it hard to move.

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