The old house felt empty, the silence punctuated only by the ticking of the grandfather clock. Edward, weary and worn, stood in the hallway, the shadows deepening around him. He'd been avoiding the study, the place where she'd spent her days poring over books and writing letters. But now, it was time. There, tucked inside a hollowed-out book, lay a bank statement.

He read the balance, the numbers blurring before his eyes. A sharp intake of breath. The room seemed to spin. He felt a crushing weight settle on his chest. His hands clenched into fists, the knuckles turning white. He fought the urge to scream, to lash out. The world blurred around him. He feltโ€ฆ adrift, utterly and completely alone.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276