The afternoon sun cast long shadows, mimicking the ever-present gloom in his spirit. He stood in the attic, the air thick with dust and forgotten memories. He kicked at a forgotten box, sending debris flying. His shoulders sagged.

He’d been avoiding this room, this house, this life, yet here he was, unable to escape his own head. His gaze landed on a large, ornate armoire, its surface coated in a thick layer of dust. He tried to open it, finding it locked.

He searched the drawer of a nearby desk. A small, tarnished key. He hesitated, his breath catching in his throat. He inserted the key into the lock and turned. The door swung open, revealing a small, windowless room, the air inside unnervingly still. He felt a pressure in his chest.

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