The silence in the kitchen was almost unbearable. Maya reread the list her father had composed, each item a testament to a life she felt she could never truly understand: "Hike the Appalachian Trail." The sunlight, streaming through the window, seemed to mock her inactivity. She felt trapped, a prisoner of her own inertia. She poured herself another cup of coffee, the bitter liquid doing little to dispel the hollowness within.

She slammed the mug onto the counter, the sound echoing in the empty room.

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