"It’s not possible,” she muttered, the words barely audible. The test results, printed in black and white, lay scattered on the coffee table. She felt a deep, twisting pain, a visceral reaction to the news. Her stomach churned.

She paced her living room, her movements jerky and erratic. She looked at family pictures, the smiling faces of her parents seeming to mock her. The laughter, the hugs, the shared holidays – were they all lies?

She opened the window, inhaling the cool evening air. The city lights twinkled in the distance, a dazzling display that failed to distract her from the turmoil raging within. She reached for her phone, but she didn’t know who to call.

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