Rain lashed against the windows, mirroring the tempest within. He slumped in the armchair, the cheap fabric scratching at his skin. A half-empty glass of scotch sat on the table, the amber liquid swirling in a slow, unsettling dance. He’d found it this morning, tucked away in a drawer—a manuscript. His name, staring back at him in elegant calligraphy on the title page. "The Shadow of Elara," it read. Elara, her name, his lover. He felt a coldness spread through him, a glacial stillness that made him want to shatter something.

He picked up the dog-eared pages again, the paper brittle and smelling faintly of her perfume. He flipped through the chapters, seeing scenes ripped from their life together, but twisted, altered, painted with a vivid, unsettling brush. The character was him, unmistakably, yet somehow… foreign. Distorted. A bitter taste coated his tongue.

The fire in the hearth had died down to embers, casting dancing shadows across the room. He felt a deep, slow burn, a resentment he couldn't name. He wanted to shout, to confront her, but the words felt trapped, caught in the tight knot in his chest. Instead, he took another long swallow of scotch, the harsh liquid doing little to soothe the ache.

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