The chipped mug warmed Finn’s hands, but did nothing to thaw the iciness radiating from his core. He stared out the kitchen window, watching the rain slick the familiar garden path, the same path he'd stomped down as a teenager, filled with a different kind of frustration. Now, the weight of his failed business, his failed relationship, his failed… everything, pressed down on him. He took a long, slow sip of the lukewarm coffee, the taste of it metallic against his tongue. His mother hummed in the other room, an infuriatingly cheerful melody.

He slammed the mug onto the counter, the sound echoing in the sudden silence. "Everything alright, Finn?" his mother called, her voice laced with concern. He didn’t reply. He just turned back to the window, the rain mirroring the dark, unsettled turmoil within. He felt a profound sense of being adrift, cast away, a shipwrecked soul on the shores of his parents' overly-tidy, meticulously-decorated home.

His stomach clenched, a familiar knot of resentment forming in the pit of it.

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