He stared at the untouched plate of food in front of him. Sarah felt her stomach twist with a strange emptiness. He couldn't remember the last time he felt this way, and he didn't want to. The team's announcement was made that afternoon. He was devastated. He wanted to erase the previous few hours from his memory, but no amount of wishful thinking could get the job done. The loss was a constant presence, a nagging ache.

He pushed his chair back, the screech of metal on the floor an unbearable sound. He stood up, and left the room, his appetite gone. The house seemed too big, too empty. All his energy had been spent, and now, he was reduced to a ghost.

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