The cold tile floor chilled Leo's bare feet. He sat slumped against the wall, his back against the peeling paint. He'd spent weeks, poring over the works of Alistair Finch. Now, the truth that Alistair had been pilfering other people's work felt like a punch to the gut.

He didn’t know what to do. His entire perception of beauty, of art, was shaken. The books he had treasured seemed to mock him from the shelves. He felt betrayed.

He pulled his knees to his chest and wrapped his arms around them, trying to find some semblance of comfort. But the chill seeped into his bones, and his mind was a storm.

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