The biting wind whipped at Daniel's face as he hurried home. The city's relentless energy felt oppressive, mirroring the internal pressure he couldn't shake. He felt a constant need to fidget, to move, to escape. He fumbled with the key, a sense of foreboding washing over him as he unlocked the door.

He found her, his wife, Chloe, at the dining table, a laptop screen illuminated before her. The screen was filled with words he knew well. His mother's language, painstakingly translated and practiced.

He crossed his arms, his jaw tightening. He said nothing, simply stood there, a strange, uncomfortable sensation building inside him. Chloe looked up, her smile faltering. He turned and retreated to the bedroom, the silence of the apartment more unsettling than the city's noise.

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