The courtroom buzzed with a low murmur, but for Emily, it was a deafening silence. She sat rigidly in the waiting area, hands clasped tightly in her lap, her knuckles white. The air felt thick, heavy with anticipation. The accusation, the legal battle, had been exhausting.

She stared at the door, her heart hammering against her ribs. She couldn't help but go over the same things. The facts, the evidence, the accusations. She swallowed hard, trying to quell the rising tide of panic.

The door opened. She stood. Every muscle in her body went rigid. She could feel every sensation, but they all felt wrong. She followed her attorney, the weight of the moment pressing down.

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