The attic air tasted of dust and forgotten things. Rain lashed against the single, grimy window, mirroring the storm inside Amelia. She hadn't been up here since… well, since her mother had become a memory. Now, sifting through the boxes of her mother’s belongings felt like picking at a scab.

She found it tucked between a collection of floral-print scarves and a stack of yellowed photographs: a crisp, cream-colored envelope, addressed in her mother's elegant script to the "Managing Director, Sterling & Blake." Inside, a draft letter of resignation, dated nearly thirty years prior. The ink, faded but still readable, described her mother’s reasons for leaving the firm. The words, filled with ambition and frustration, hit Amelia with the force of a physical blow.

Amelia’s legs gave way, and she sank to the floor, the draft letter trembling in her hand. The letter detailed the stifling of her mother's aspirations, the casual sexism, the corporate walls. It spoke of dreams deferred, plans abandoned. A sob escaped her, and she ran a trembling hand across her face, smearing the dust from her cheeks.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276