He was a man of the mountains, a man who found peace and solace in the vast emptiness. Now, here he was, staring at his picture on the book. "Kaelen Stone: The Call of Silence." The author painted him as a recluse, a man haunted by the past.

He tossed the book down onto the table. The view outside his cabin window, usually a source of calm, now felt distant, almost unreal. The words, the narrative, were like a shadow, distorting his reality.

He stood up and began pacing the small cabin, his boots heavy on the wooden floor. He wanted to be alone, but now, he was everywhere at once. The feeling was one of entrapment, and he didn't know how to escape it.

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