The bright sunlight that poured through the window felt intrusive. Maya barely registered the world outside, focusing solely on the harsh words on the paper. The words were a physical blow. She'd known it was coming.

She walked to the kitchen, opening the fridge and then slamming it shut, the action a manifestation of her frustration. She needed something to ground her. She needed to focus on the next step.

She sat at the table, her hands flat on the surface. She began to make a list, each item a small victory against the growing sense of dread.

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