The light in the kitchen was too bright. He hated it. Finn shoved a chair back and walked into the living room, hands shoved in his pockets. The boxes, stacked in the corner, were a constant, unwelcome presence. They contained everything; everything that made him feel small.

He stared at a science project – the diorama of a solar system he’d struggled to build. He felt the familiar weight pressing down on his chest. It made him want to lash out.

He crossed his arms tightly. He wanted to escape, disappear. He walked toward the back door, and he just kept going, feeling an overpowering urge to just keep moving.

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