Rain lashed against the windows of Leo's apartment, mirroring the tempest inside him. He hadn't touched his guitar in days. It sat, a polished mahogany reproach, gathering dust in the corner. His thumbs, usually nimble, now twitched with a restless energy that demanded release but found no outlet. He stared out at the gray cityscape, a world of muted colors that seemed to reflect his own emotional landscape. He’d just gotten the DNA results, confirming the suspicion that had been gnawing at him for weeks. His whole life, a carefully constructed narrative, was now revealed as something else entirely.

He slammed the heel of his hand against the counter, wincing at the sharp sting. Coffee, cold and forgotten, sat in a chipped mug. He needed to *do* something, anything, but the inertia was crushing. He paced the small living room, his footsteps heavy and deliberate on the worn wooden floorboards, a caged animal searching for an escape he knew didn’t exist.

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