Rain lashed against the overflowing gutters, mirroring the chaotic churn in Elias's stomach. He huddled deeper into his threadbare coat, the collar pulled high to shield his face. The fluorescent glow of the streetlights seemed to mock him, highlighting the grime that clung to everything. He kicked at a loose paving stone, the sound a dull thud that echoed the emptiness he felt. Then, his foot caught something. A leather wallet, gleaming wetly in the gloom. He picked it up, fingers brushing against the slick surface, and his breath hitched. The weight of it, the promise it held, felt both exciting and burdensome.

He peered into the dim interior of the wallet. Thick wads of crisp, unmarked bills filled the compartments. His jaw tightened. He knew, with a certainty that settled like a stone, the money wouldn't fix anything. But, a flicker, a brief spark of something like hope, danced within him.

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