The waitress’s words echoed in Ethan's mind: "Sorry, hon, the place is done." He replayed it like a bad song. The memory of the waitress, Martha, always remembering his name, the familiar smell of the grill, all of it, just gone. The greasy spoon, his only solace on many lonely nights, was history.

He stared at his hands, watching them tremble slightly. He didn't know what to do. His favorite booth, the one by the window, suddenly felt so far away.

He considered ordering takeout, but the thought made him want to retch. His appetite was completely gone. He slowly dragged himself to the nearest bench, and sat.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224