The silence in the apartment pressed down on her. The air felt heavy, stagnant. She picked at a loose thread on her favorite armchair, the repetitive motion doing little to quell the turmoil within.

The condo notice was a knife twisting in her gut. She’d always loved this building, with its quirks and its history. Now, it was just another investment opportunity, another line on a spreadsheet.

She looked at the ceiling. The building always seemed to make creaking sounds at night. The sounds made her feel safe. She had grown up in an environment where she was always on edge. This building provided her solace.

She got up and slammed the door, and went to take a walk.

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