The letter lay crumpled in her hand, a flimsy, white flag of surrender. The demolition notice. She hadn't slept well since receiving it. Every night, the same dream: she was wandering through the house, each room stripped bare, a hollow echo of its former self.

She parked across the street, watching the backhoe rumble to life. Its mechanical arm, a cruel, metallic claw, reached for the roof. She took a slow, deep breath, trying to steady her racing pulse.

Her fingers traced the scar on her palm, a reminder of a childhood tumble. The past was right here, etched into her very being, she thought, almost desperately. The machine’s engine roared, and she squeezed her eyes shut, a soundless scream trapped in her 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