The courtroom was vast, imposing. He sat at the back, a knot of unease tightening in his stomach. He didn't know whether to scream or applaud. The case was about his idea, or rather, the other inventor's idea. His lawyer was a stoic man. He listened as the other man’s lawyer spun their tale of originality and success. He felt the blood pounding in his ears. It was all a lie, a carefully constructed deception. He bit down hard on his lip, tasting the metallic tang of blood. He knew he'd lose. He’d already lost.

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