The low thrum of the coffee machine was a mocking soundtrack to David's unease. He avoided his wife, Sarah, at breakfast, a thick wall erected between them. He felt a pressure in his temples, a dull ache that wouldn't abate. He felt a constant need to pace, to move.

He found it, of course, on the dining room table, nestled between a half-eaten bowl of cereal and a discarded newspaper. A language learning app open on her tablet. He circled the table, his fingertips lightly tracing the rim of the glossy screen.

Later, he'd catch her repeating phrases in the kitchen – clumsy, halting attempts. He leaned against the doorway, watching, his arms crossed. He felt a bitter taste in his mouth.

She turned to him, her cheeks flushed. "What do you think? I'm trying to learn…" Her voice trailed off. She couldn't even say the name of his language properly. He turned and walked away, not bothering to answer. He needed to get away from her.

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