The flickering gaslight cast long, dancing shadows across the parlor. Thomas, hunched in his armchair, barely registered the warmth of the fire. He kept replaying the scene in his head: the gleam of the bank book, the carefully disguised handwriting. A bitter taste coated his tongue. He had always prided himself on his perception, on his ability to read people. Now, it seemed, he had been a fool.

He nursed his whiskey, the amber liquid doing little to soothe the tightness in his chest. His gaze remained fixated on the flames, the crackling wood a harsh counterpoint to the quiet rage simmering within him. He was a fool. She had made a fool out of him. The notion felt poisonous.

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