Rain lashed against the windows, mirroring the tempest inside Amelia. The sterile scent of the hospital clung to her like a second skin, a constant reminder. Finding the file, the wrong file, had been a punch to the gut. The name wasn't hers. The medical history, a catalogue of ailments she'd never experienced, replaced hers. Her hands were clenched so tight, her nails dug half-moons into her palms. She barely registered the doctor’s assurances, his voice a droning monotone.

A cold wave washed over her, making her teeth chatter. The idea that everything she'd believed about her health, her life, could be a fabrication, made her want to scream. She stared out the window, at the gray wash of the city, and felt a profound disconnect, as though she were watching a film of her own existence, and didn’t recognize the actor playing the lead. She felt utterly alone.

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