The flickering gaslight cast long, dancing shadows across the room as Charles scrutinized the documents. He leaned back in his chair, a profound dissatisfaction settling over him. He felt hollow, empty.

He had inherited his grandfather’s study, filled with leather-bound books and mahogany furniture. Among the papers, he had discovered a series of letters, written in a delicate hand. The correspondence painted a portrait of his grandfather, a renowned war hero, as a passionate, vulnerable man consumed by a love affair that had been a carefully kept secret.

His chest constricted. The world suddenly felt out of focus, as if someone had pulled a rug out from under him. The fire in the hearth seemed to blaze hotter, yet he shivered.

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