He’d spent weeks agonizing over the guest list, meticulously crafting the perfect playlist, and rehearsing the goofy speech he planned to give. Now, the carefully curated Spotify list remained untouched, the food he'd ordered sat abandoned in the fridge, and the only audience for his speech would be the empty walls of his apartment. A hollow ache settled in his chest, a sensation akin to having a physical weight placed upon him. He sat on the edge of the bed, staring at the invitations he had carefully addressed and mailed, and a wave of nausea rolled over him. He felt utterly depleted.

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