He stood on the windswept clifftop, the sea a churning grey mass below. The salt-laced air whipped at his face, but he barely noticed. He'd come here seeking solace, a place to escape the suffocating confines of his studio. He'd hoped the immensity of the ocean would swallow his anxieties.

He turned, glancing across the landscape. The man was walking towards him, his dark silhouette framed against the sky. A clear view of his bicep. The tattoo was a copy of “The Wanderer”, his most personal work. The wind seemed to intensify, howling a mournful sound. He felt a sudden, fierce protectiveness. He wanted to turn and run. He couldn’t.

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