The world felt muted, as if someone had turned down the volume. Colors seemed less vibrant, sounds less distinct. David dragged himself through the city streets, a hollow ache resonating within him. He felt nothing, yet everything.

The pawn shop was a refuge from the chaos. He walked inside, the bellโ€™s chime a stark intrusion on his thoughts. The shop's gloom provided a sort of cover.

He didn't expect to find anything of note. But then, it caught his eye. The intricate detail, the unique setting, the way the light played off the central diamond. It was her ring. His sister's.

He felt like his lungs had collapsed. The air felt thin and cold. He cleared his throat. "How much?"

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224