The email sat in the inbox, mocking, yet again. "Congratulations on the promotion, Michael!" it proclaimed. Inside, a picture of Michael, beaming in a suit, holding a champagne bottle, his office in the background. Sarah closed her laptop, the screen reflecting her own hollow face. She had spent a year dreaming of his successes, his achievements, sharing in his joy. He had told her that he was a successful entrepreneur in real estate. She was supposed to be happy for him.

She felt a hollowness in her stomach, a physical ache that radiated outwards. She got up, walked to the kitchen, and poured herself a glass of wine, then another. The wine didn't help. The world had gone slightly out of focus. Every memory of him now felt like a trick, a cruel joke played on her heart. Each shared glance. Each shared smile. All fabricated. All lies.

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