“It’s a mistake, nothing more,” the doctor repeated. But for Michael, it was everything. The wrong results, a diagnosis that wasn’t his, had cracked something inside him. He felt as though he was on a tightrope, and the wind had suddenly picked up. He took a nervous drag of his cigarette. The smoke did nothing to ease the pressure in his chest.

He clenched his jaw, staring at the doctor as if the man was a snake. He didn't want to be told to be calm. He didn't want to be told it was going to be alright. He just wanted to scream.

He stubbed out the cigarette, the harsh finality of the act a small comfort. He stood up abruptly.

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