"Damn it," Thomas muttered, the words barely audible as he paced the length of the gate area. His knuckles were white as he gripped his phone. He had a job interview, a chance to get back on his feet, scheduled for an hour from now. The delay meant disaster.

He stopped, head down, and ran a hand through his already disheveled hair. The airport seemed to hum with a chaotic energy that grated on his nerves. Every announcement, every squealing child, every cheerful greeting felt like a deliberate taunt.

The air conditioning blasted cold, but he felt a burning heat under his skin. He needed to make this interview, he *had* to. He considered calling, explaining the situation. But what if they just didn't believe him? What if this was the final nail in the coffin of his ambitions?

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