The fluorescent lights of the bus station buzzed, a high-pitched whine that grated on his nerves. He sat on a hard plastic bench, tracing patterns on the cracked surface with his finger. A crumpled, leather wallet lay on his lap. He'd found it near the ticket counter, plump with an obscene amount of cash.

He stared at the money, the crisp bills radiating a false sense of security. He hadn't slept properly in days. The future, a murky expanse, stretched before him, filled with the echoes of his failures. He pictured the possibilities that the wallet offered, the chance to finally get away from all this.

He clenched his jaw, his knuckles white. The image of his late father, a man who'd always played fair even when it meant suffering, flashed in his mind. He pushed a sigh through his lips. The wallet felt heavy, a burden rather than a blessing. He would turn it in.

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