He stared at the blank wall, the silence of the room amplifying the ache in his chest. His sister, Sarah, had gone out, leaving him alone with the house and his thoughts. The air was heavy, the atmosphere oppressive. He felt the need to break free, to escape the suffocating weight of grief.

He walked into the kitchen, his movements slow and deliberate. He opened a drawer, rummaging through the utensils. He found a knife, its steel cold and gleaming. He brought it to the old, wooden table.

He put the knife down, the action slow. He was not sure he would ever be able to move forward. He was not sure how to begin. He just knew he was 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