The vibrant colors of the beach scene on the wall seemed to mock her. She’d expected the quiet to soothe her, but instead, it intensified the turmoil. Sarah paced the length of the living room, a restless energy coursing through her. She felt like a caged animal, unable to find peace. The small notebook, filled with meticulous entries of undisclosed transactions, remained clutched in her hand.

Her vision blurred, and her chest felt tight. She longed for a release, a moment of oblivion. Everything felt fractured, broken. She considered leaving, disappearing, but the thought brought no comfort, only the crushing weight of unresolved questions. She was a ghost in her own home.

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