Rain lashed against the overflowing gutters, mirroring the tempest within him. He hunched his shoulders against the weather, the collar of his worn coat pulled high. A flash of something glinting on the slick pavement caught his eye. It was a wallet, fat with a promise of escape. He scooped it up, the leather cold and clammy in his palm. The wind howled, a mournful sound that echoed the hollow ache in his chest.

He slipped into a deserted alley, the stench of stale garbage and despair familiar. He flipped it open. The money was a considerable amount, more than he’d seen in years. He thought of the debt collectors, the eviction notice, the gnawing emptiness that had become his constant companion. A part of him wanted to run, to disappear with this newfound freedom.

He sighed, the sound lost in the wind. A photograph peeked out, a smiling woman and two children. Their eyes seemed to follow him. He felt a tightening in his throat, a sensation he couldn’t name. He knew what he had to do, even though the decision felt like a slow, painful dismantling of everything he thought he wanted.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330