The ocean wind whipped at Maya's hair as she stood on the desolate beach, the setting sun painting the sky in fiery hues. She clutched the small, waterlogged box, its contents a mystery she couldn't place. The ocean’s roar seemed to mock her, a constant, indifferent sound. She remembered walking here, driven by a nameless compulsion, a pressure behind her eyes. Now, the tide threatened to claim her discovery. She kicked at the sand, sending a spray of white froth into the air. What did she want to forget?

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