He stared at the blank page, a single word scrawled in the middle: "Why?" Thomas usually found solace in his writing. But now, every word felt fraudulent. The wrong medical results. His life, his history, was a puzzle he didn’t know how to assemble.

The pen felt heavy in his hand. He tossed it aside, the noise of the pen hitting the table loud in the quiet room. He walked away from the page, toward the window, and stared at the rain, and felt the words stuck in his throat. He longed to be someone, anyone, else.

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