The setting sun cast long, distorted shadows across the desolate beach. He walked with his hands shoved deep into his pockets, the waves a relentless, rhythmic crash against the shore. The wallet, he'd found it buried in the sand, half-covered by seaweed. The feel of its weight was at odds with the airy silence of the scene.

He hadn't felt the sun on his face in weeks. It was a constant reminder of the world he was now disconnected from. He was stuck in a fog, a landscape of regret. The contents of the wallet, a significant wad of cash, represented a freedom he wasn't sure he deserved.

He sat on a weathered piece of driftwood, staring out at the turbulent water. The salt air stung his nostrils, but did little to clear the confusion that swirled inside him. He remembered a promise. He reached inside his pocket, and found a scrap of paper that he had been toting. He would make good.

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