The night was black, the stars obscured by a layer of clouds. He stood on the balcony, the cold wind whipping at his face. He felt disconnected from everything, from everyone.

He lit a cigarette, the ember glowing like a defiant spark in the darkness. He took a long drag, the smoke a momentary solace. The city lights below seemed distant, insignificant.

He tossed the cigarette over the railing. The red arc traced a slow, silent descent before disappearing into the black. He turned his back on the city. He needed to disappear as well.

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