The small cafe was packed. The air buzzed with conversation and the clatter of cutlery. Leo sat alone, the remnants of his meal untouched on the table. The menu proudly advertised "Madame Evangeline's Crepes Suzette." They were his. He could swear his own name was at one point on the menu.

The buttery scent of the crepes filled the air, a phantom pain in his gut. A couple at the next table laughed, raving about the deliciousness. Leo felt the tightness in his chest constrict. He signaled the waitress for the bill, eager to escape this place of cheerful celebration and reminder of his loss.

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