The weight of the world seemed to settle on Mr. Olsen's shoulders as he walked through the school halls. He'd been feeling this way for a while. The students, the colleagues, the endless meetings... They all seemed to amplify the internal turmoil that had been brewing within him. He felt as if he were constantly battling something he couldn't quite define.

He had been avoiding his mailbox. A small, sturdy wooden box was sitting on his porch. He picked it up and brought it inside. Inside, was a compass, engraved with the words, "Find Your True North." The sentiment, he realized, was from a former student, Emily. A flicker of recognition, a faint stirring within him. He was not 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