He stared at the screen, the listing's cheerful font mocking him. “Perfect starter home!” The words felt like a direct assault, like a personal slight. He hadn't been back in a decade. He'd done everything to separate himself from the past, to build a new life. And this… this felt like his past, rising from the grave to confront him.

He pushed away from his desk. His apartment, usually a haven of order, suddenly felt cramped, confining. He needed air. He walked to the kitchen and poured himself a glass of whiskey, the amber liquid swirling in the glass. The silence of the apartment felt deafening.

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