The attic air hung thick and heavy, dust motes dancing in the single shaft of sunlight that pierced the gloom. Elias slammed the lid of the trunk shut, the sound echoing in the confined space. He ran a hand through his already messy hair, feeling the familiar prickle of frustration tighten his jaw. He’d been searching for something, anything, to distract him from the suffocating weight in his chest, and now this. A mountain of his childhood, meticulously preserved.

A faded blue notebook, its cover adorned with a childish drawing of a rocket ship, called to him. He snatched it, flipping through the pages. The handwriting was his, spidery and uncertain, filled with clumsy sentences about space exploration. He wanted to throw it across the room.

He slumped onto an old trunk, the air wheezing out of his lungs. He felt a sting behind his eyes and the sudden, overwhelming urge to just disappear. He hated this feeling, this tightness.

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