He had sent a text. "Can we talk?" Sarah deleted it without replying. The words he had spoken were still ringing in her ears. He hadn't been a renowned archaeologist, he was a librarian. For five years, she'd listened to stories of expeditions and breakthroughs, feeling pride and wonder at the man she knew.

She wandered through her apartment, the place they shared now feeling foreign and cold. She picked up a framed photograph of them, his smiling face now contorted by the lie. She couldn’t hold it. The picture slipped from her grasp and crashed to the floor. The sound was a loud explosion, a release of the pain that had been building inside. Her breath caught in her throat, and she stared at the shards, unable to speak.

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