He went back inside, slamming the door behind him. The sound reverberated through the empty house. He paced the living room, his steps heavy and deliberate. He picked up a framed photograph and studied it, his face unreadable.

He put the picture back down, his movements sharp and precise. He felt a growing sense of isolation, a deep and suffocating aloneness. He went into the kitchen and poured himself a whiskey, the amber liquid glinting in the dim light. He took a long, slow sip, the silence amplifying the simmering turmoil within 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