The small, cluttered bookstore offered a deceptive sense of peace. Clara’s breath caught in her throat as she scrolled through the website, her diary entries laid bare. The words, once a refuge, now felt like poisoned arrows. She had poured her heart into those pages, and now, that vulnerability was a commodity. The scent of old paper and leather, usually a comfort, felt suffocating. She clutched a worn copy of *Wuthering Heights*, a book that once offered solace, to her chest, as if trying to hold herself together.

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