The email sat in Amelia’s inbox, a stark rectangle of digital emptiness. “Farewell and Best Wishes - Dr. Aris Thorne.” That was it. No explanation, no offer of a phone call, no forwarded contact. Just... gone. She reread it a dozen times, the words blurring, the monitor’s light reflecting in her suddenly watery eyes. Her stomach twisted, a cold knot forming in her gut. She’d spent years under his tutelage, pouring over research papers, battling late nights in the lab, learning everything from him. And now, this. The office seemed to shrink around her, the familiar hum of the equipment suddenly a deafening roar.

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