The low hum of the coffee shop felt like a headache. Michael drummed his fingers on the table, the repetitive sound a counterpoint to the racing thoughts in his mind. He’d seen the bank statements; the "high-powered tech consultant" was living well beyond his means, supported by a string of loans. David, his supposed best friend, across the table, was chatting away about the new cryptocurrency he was 'investing' in. Michael felt a tremor in his hand, a physical manifestation of the unease that churned inside him. Each word David spoke felt like another brick in the wall he'd built around himself, a wall Michael now felt separated him from the world.

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