Rain lashed against the attic window as Sarah climbed the rickety stairs. Each creak underfoot grated on her nerves, mirroring the tension tightening in her shoulders. The air was thick with the scent of decay, a musty perfume she couldn't escape. The attic, usually a forgotten space, suddenly felt like a physical embodiment of her own stagnant feelings.

She found a child's toy chest, its painted surface chipped and faded. Reaching out, she traced the outline of a smiling cartoon character with her fingertips. He felt the phantom weight of a past she wasn't part of.

A moth fluttered past her face, making her flinch. She hated this feeling, this sense of being trapped. She lifted the lid of the chest. Inside, a collection of well-worn storybooks and a single, deflated balloon sat. She wanted to scream. She slammed the lid shut again, the sound echoing through the cavernous room.

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