The notice, a stark white rectangle, stared up at him from the chipped linoleum. "Condominium Conversion," it announced in bold, impersonal letters. He crumpled it in his hand, the paper crackling a defiant sound in the otherwise quiet apartment. He felt a dull ache behind his eyes, a familiar thrum that usually accompanied a late-night cigarette on the fire escape.

He hadn't slept well in days. Every creak of the aging pipes, every distant siren, seemed to amplify the sense of unease that had settled in his bones. The apartment, his sanctuary of mismatched furniture and forgotten books, was now a potential battlefield.

He slammed the refrigerator door shut, the abrupt sound echoing in the small space. His stomach rumbled, but the thought of food repulsed him. He ran a hand through his hair, a gesture that did little to calm the tightness in his 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