The fire crackled merrily in the hearth, but the warmth did nothing to soothe the chill inside him. He sat in the armchair, the list lying open in his lap, the ink of his wife, Claire's, handwriting stark against the creamy paper. It read of grand adventures and simple pleasures – dreams he hadn’t even considered.

He rubbed his temples, a headache beginning to bloom behind his eyes. He’d always thought he knew her, known what made her happy. But the list was a revelation, a secret garden he hadn’t been invited into. He felt a strange sort of fury, a burning resentment he couldn't quite explain.

He stood up abruptly, the list falling to the floor. He needed air, needed to escape the suffocating weight of his own thoughts. He went out, the door slamming shut behind him.

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