The antique shop reeked of mothballs and forgotten hopes. Elias wandered the aisles, his shoulders slumped, his gaze fixed on the floor. He felt weighted, each step an effort. He needed something, anything, to silence the clamor in his head. A distraction.

He selected a slim volume of poetry, a first edition bound in faded green leather. Back at his apartment, he opened the book, letting the scent of the past fill his lungs. He flipped through the delicate pages, pausing to admire the elegant typefaces.

Suddenly, a folded note slipped out. It was a love letter, a declaration of devotion, written in the throes of passion. The words cut, a sharp contrast to the dull ache that was his constant companion. He tossed the letter aside, the paper rustling like a fallen leaf.

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