The small, cramped office felt suffocating, and Leo pushed the window open, letting the city noise flood in. The email notification was a harsh intrusion. A biography. "Leo Maxwell: The Unexpected Path." His life, laid bare. Without his consent.

He reread the excerpt. It was a distorted view, a caricature of his life. They had seized on his failures, his imperfections, exaggerating them for effect. The feeling of being exposed was overwhelming.

He slammed his fist on the desk. He had spent years building a life, carefully constructing his identity. And now, someone had come along and shattered it. The anger burned inside him, a bitter, consuming flame. He stood up, pacing the confined space, needing to do something, anything, to release the tension that threatened to overwhelm him.

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