The key scraped in the lock, a sound that grated against Leo’s teeth. Sunlight, fractured and dusty, leaked through the grimy windows of the old Victorian. He shoved the door open, the scent of mildew and forgotten things washing over him. His sister, Clara, trailed behind, chattering about the potential renovations, her voice a bright, unwelcome intrusion into the silence. He didn't answer, his jaw tight. He simply wanted to be left alone to assess the damage, the weight of the inheritance pressing on him like a physical burden.

He ran a hand over the peeling wallpaper in the hallway. The floral pattern, faded and familiar, felt like a mocking echo of a life he wasn’t sure he wanted to remember. He’d hoped, when the solicitor called, that the will wouldn’t involve this. A clean break, a simple inheritance of money. He should have known better.

Clara skipped past him, humming. He watched her, a knot forming in his stomach. He felt the need to get away from everything, to be in a place where no one knew his name. A place where the past didn’t exist.

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