He’d always said, "Never leave a job unfinished, Leo." Leo kicked a loose stone across the cracked pavement, his hands jammed deep in his pockets. The bustling city felt alien, the vibrant colors somehow dull. He’d found the empty workshop this morning, the workbench cleared, the smell of solder and ozone replaced by a stale, lingering emptiness. He hadn't expected to feel this… adrift. He'd poured his heart into this apprenticeship, envisioned a future beside Mr. Harrison. Now, there was just a gaping void where that future was supposed to be.

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