"Damn it all," Mark muttered under his breath, slamming his fist against the chipped counter. He hadn't slept properly in days. The job search was going nowhere, the bills were piling up, and his relationship was a wasteland. He hadn't felt this...heavy...in years. He slouched on the park bench, the worn wood pressing against his back. A glint of something metallic caught his eye. A wallet. A fat, bulging, leather wallet.

He examined its contents. A driver's license, credit cards, and a truly astonishing amount of cash. A silent scream rose in his throat. He could disappear. He could pay off his debts, finally get some relief. He could start over. The possibilities swam before his eyes, a dizzying array of options. His hand trembled as he clutched the wallet tighter, the leather warm against his skin.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199