Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the screen, the Zillow listing a cruel taunt. Her childhood home, all gabled roof and sprawling lawn, now offered to strangers. A fresh listing. New photos. The cheerful, overly-bright description made her stomach churn. “Charming! Spacious! Perfect for a growing family!” Did they know the secrets the walls held? The laughter, the tears, the scraped knees and whispered dreams? She clicked on the “schedule a tour” button, her finger hovering.

A tightness constricted her chest, a phantom weight she couldn’t quite place. She slammed the laptop shut, the sudden darkness a physical relief. The silence in her apartment felt heavier now, thick with the ghosts of what had been. She walked to the window and watched the rain darken the street.

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