Liam drummed his fingers on the worn tabletop of the cafe, the rhythm a frantic counterpoint to the drone of conversations around him. He'd been a loyal reader of Evelyn Reed for years. He even named his cat after one of her characters. Now, the news articles accusing her of plagiarism felt like a physical blow.

He picked up his coffee cup, the ceramic cool against his clammy hand, and stared into the dark liquid. He'd always admired her ability to weave intricate tales; he now wondered how much of it was actually her. He didn't even want his drink anymore. He just wanted to leave, to be alone.

He stood abruptly, the chair scraping against the floor, and he almost knocked it over. He didn't bother to apologize. The world felt too much, the air thick with a sense of betrayal he didn't know how to navigate.

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