The coffee shop was too loud, too bright. Amelia gripped the paper cup until her knuckles were white. The interview for the head chef position at "The Golden Spoon" had gone well, she thought. So had Liam’s. They had shared recipes, dreams, and a deep, unspoken understanding forged over years of friendship.

The email landed with a thud in her inbox. She knew what it said before she opened it. The rejection felt like a physical blow, stealing her breath. She had poured her heart into that application, into those interviews. The hollowness she felt was vast.

She caught Liam's eye across the cafΓ©. He was smiling, talking animatedly with the new owner. It was a good smile. He looked happy. She looked away, pretending to read the menu, the words blurring, the images a watery mess.

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