The paper felt thin and hostile in Elias’s hand. He crumpled it, then smoothed it out again, the crinkle a small defiance against the official words. Rain lashed at the window, mirroring the tempest inside him. He kicked a discarded pizza box across the cluttered living room, the cardboard scraping against the linoleum. He hadn't slept in two nights.

His jaw tightened. He should call his sister. But the thought of hearing her concern, of having to explain, was a lead weight in his stomach. He pictured the landlord’s smug face, the way he'd always treated Elias like a nuisance. He slammed his fist down on the table, a sudden, sharp sound in the otherwise quiet apartment.

He wandered towards the window, watching the streetlights bleed into the blurry rain. Another cigarette, maybe. The ashtray overflowed. He needed to get out, move, do something.

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