The phone felt heavy in her hand. β€œI’ve found peace,” her daughter’s voice, usually bright and cheerful, was now hushed and reverent. Sarah was embracing Islam.

A cold wave washed over her, chilling her to the bone. She sank onto the sofa, the floral print of the cushions suddenly garish and offensive. The living room, normally a haven, now felt like a prison.

She stared out the window, at the vibrant green of the spring foliage, which seemed to mock her. Her throat tightened, and a sob escaped her, a sound of profound loss. The world, once painted in familiar colors, was now a confusing tapestry of foreign symbols and unknown rituals.

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