The concert hall was packed, the buzz of anticipation a palpable energy. Elara sat in the shadows, the darkness a welcome shield from the bright lights and judging eyes. She was here to hear the symphony, the culmination of years of work. Tonight felt like a test, and she was not prepared.

She looked towards the stage. There was a member of the orchestra, her arms on display. A perfect rendition of the intricate design of Elara's ‘Celestial Dance’ sculpture was etched in vibrant colours. Elara was numb. She felt her hands start to tremble. She watched as the first notes of the symphony, which featured a segment taken from her work, began. She felt trapped.

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