The flickering fluorescent lights of the departure lounge seemed to mock David’s every breath. He sat, rigid, his gaze fixed on the endless stream of travelers. His band's biggest gig to date, and his flight was delayed. A knot of tension tightened in his stomach.

He ran a hand over his face, the stubble scratching his palm. He needed to be backstage, checking the equipment, calming his nerves. Instead, he was stuck here. Every ping of his phone, another message from the band, asking where he was, fueled the internal fire.

He thought of the hours of practice, the sacrifices, the dreams they’d poured their hearts into. Now, all of it hinged on this single flight. He felt a wave of nausea, a dizzying mix of fear and rage.

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