She stared at the screen, the brightly lit photographs reflecting in her wide eyes. The house, her house, felt like a stranger's. The familiar layout, the rooms she knew by heart, now rearranged. Updated. Unfamiliar. She felt a familiar pressure in her chest, a weight she carried with her always.

She took a deep breath, trying to calm her racing heart. She clicked on the “schedule a tour” button, a gesture she immediately regretted. She needed to see it, to face it, to… what? She couldn't say. She sat there, motionless, the listing's cheerful images mocking her silence.

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