The phone buzzed, vibrating across the polished surface of his desk. He stared at it, ignoring the insistent hum. It was probably his publicist, wanting a comment, a reaction, something. He didn’t want to react. He wanted to be left alone.

The book sat on his desk, its title mocking him: "Silas Blackwood: The Quiet Man." They had portrayed him as a recluse, a solitary figure. It was partially true, but not the whole story. They had missed the nuance, the complexity, the reasons behind his choices.

He swiveled in his chair, gazing out at the city skyline. It was a beautiful view, but tonight, it felt like an extension of the prison in which he felt trapped. He wanted to lash out, to defend himself. He clenched his jaw, the muscles tightening.

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