He slammed the door of the publishing house with more force than necessary, the metallic clang echoing down the pristine hallway. The words of the editor, a polite but firm "not a good fit," still rang in his ears. He shoved his hands into his pockets, the gesture a futile attempt to contain the surge of raw frustration. The city, usually a symphony of sights and sounds, now seemed to mock him with its vibrancy, its successes, its unending possibilities that were seemingly closed to him. He walked, head down, each step heavy with disappointment, the rhythmic thud a percussive beat to his misery.

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