β€œJust get it done,” Leo muttered, staring at the overflowing box. His aunt had passed, leaving behind a mountain of memories to sift through. He was finding it hard to cope with the task. He felt a knot in his stomach every time he entered the apartment, now shrouded in a stillness that was all wrong.

Buried beneath a collection of old photographs and bills, he found it: a letter, the draft of his aunt’s resignation from her teaching job. He remembered her, the vibrant woman, full of life, now revealed in the letter as weary and diminished. Her carefully crafted words detailed the battles she'd fought, the compromises she'd made.

Leo sat down abruptly on the floor, the letter falling from his trembling fingers. He felt a wave of nausea, a sensation he'd been fighting all morning. The box, filled with her possessions, seemed to taunt him, a constant reminder of loss. The colors of the room seemed to fade.

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