He stared at his reflection in the bathroom mirror, scrutinizing his face as if searching for clues. He noticed the lines around his eyes, the way his jaw tensed. He'd discovered the laptop, the glowing screen revealing his secrets, his flaws, painted in prose. The character in the story felt like a stranger, yet it was undeniably him.

He splashed cold water on his face, the shock barely registering. He went outside, the world was too bright. The birds, the trees, the wind – all of them felt like they were judging. He could hardly breathe.

He felt a strange mixture of anger and confusion, a burning resentment that simmered just beneath the surface. He went back inside. He needed a drink, a distraction, anything to silence the insistent voice in his head, a voice that was steadily gnawing at his peace.

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