He’d taken the elevator down to the loading dock, just to be alone. The air smelled of exhaust fumes and damp cardboard, a familiar scent that offered a strange sort of solace. He ran a hand through his hair, already feeling the familiar itch of discontent beneath his scalp. The new logistics department was a labyrinth of spreadsheets and deadlines, a far cry from the creative freedom he’d enjoyed in product development.

His jaw tightened. He kicked at a loose piece of packing tape, sending it skittering across the concrete. A pigeon landed nearby, cocking its head. He glared at it. Even the pigeons seemed to be mocking 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