Rain lashed against the window, mirroring the tempest within Amelia. She sat hunched over her half-eaten dinner, pushing the peas around with her fork. Across the table, her brother, David, chattered animatedly about his upcoming baptism. Her mother kept glancing at her, a worried frown etched on her face. Amelia wanted to scream, to lash out, but the words were trapped, lodged in her throat like a physical obstruction. She excused herself, leaving the untouched food behind. Upstairs, she slammed the door to her bedroom and collapsed on the bed, feeling a profound sense of loss, as if something vital had been ripped away.

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