He sat on the park bench, hunched and small, the collar of his threadbare jacket pulled up around his ears. Autumn leaves, brittle and brown, swirled around his feet, mirroring the decay he felt within. A busker a few yards away was playing an acoustic guitar. A recognizable opening chord.

He closed his eyes, squeezing them shut against the inevitable. It was the same song, the one he'd crafted, slaved over, poured his lifeblood into. Now, it was just another cover tune, played for spare change. The busker's voice, though technically competent, lacked the raw vulnerability he had poured into it.

He opened his eyes, watched a young couple holding hands sway to the music. A deep, hollow emptiness settled in the pit of his stomach. He stood up abruptly, turned his back to the music, and walked away, the wind whipping his coat around him.

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