The attic was stifling, thick with the scent of mothballs and decay. Elias ran a hand through his hair, dislodging a puff of dust. He’d been instructed to clear the space, but the task felt like a suffocating burden. He’d stumbled upon a weathered wooden chest, its hinges rusted shut. He knew nothing of its origin. He pulled it open, the sound echoing in the cavernous space. Inside, nestled in yellowed tissue paper, was a collection of faded photographs and letters written in a scrawling hand he didn’t recognize. A coldness settled on his skin, a sense of disconnect. He slammed the lid shut with a frustrated grunt.

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