The air in the concert hall was stifling. Sarah, usually captivated by the music, found herself distracted. The composer, Victor Sterling, was her idol. Now, the news of his creative theft had begun to circulate.

She crossed her arms and stared at the stage, where the musicians were tuning their instruments. The music itself now seemed hollow. The beauty of the notes did not reach her.

The familiar melody began, but Sarah heard only the dissonance of betrayal. She felt as though she’d been tricked. Her shoulders slumped; she felt too tired to even be there.

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