He stared out the window of the cafe, the city lights blurring in the rain. He'd discovered a draft version on a cloud drive, months before it became a finished book. He had felt like an intruder. He’d read the words, written by her, about him. His heart burned.

He traced the rim of his coffee cup, the ceramic cold against his fingertips. The world had tilted on its axis, his perception warped. He felt a profound sense of betrayal, as if the ground beneath him had dissolved. The comfortable world he knew had vanished.

He finished his coffee. He paid for it. He stepped into the downpour. He felt hollow, adrift, a solitary figure lost in the vastness of the city, utterly alone.

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