He hadn't felt like this in a while. The dust swirled around him, choking the air in the attic. It mirrored the way things felt inside him. He hated that he felt this way, but he couldn't seem to shake the feeling of being trapped.

He had promised himself this move would be different. New city, new job, new life. But now, staring at the discarded remnants of other people's lives, he felt the familiar weight of disappointment.

He spotted an old, leather-bound journal. He sat, cross-legged, on the floor, the pages brittle with age. He read a few entries, finding a sense of familiarity, but not the comfort he desired. The words seemed to accuse him of something, a failure he couldn’t name. He slammed it shut.

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