The silence in his apartment was almost worse than the constant chatter of the office. He'd come home early, unable to bear the forced smiles and hushed conversations. He sat, immobile, on the worn sofa, the dim light from the street lamp casting elongated shadows across the room.

He’d bought this apartment, decorated it, made it a home. Now, that sense of permanence was fractured, the foundation eroded by a single email. He took a long drag of his cigarette, watching the smoke curl and dissipate, taking his anxieties with it.

He imagined the new owners, their offices, their priorities. The changes would happen whether he liked it or not.

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