The familiar scent of old paper and ink no longer brought comfort to her. She sat in her study, surrounded by stacks of books, a fortress of words that now felt like a prison. The rejection letter, crumpled in her hand, felt like a burning brand. She pushed back her chair, scraping it across the floor. She ran a hand over the spines of her favorite books, the titles now mocking her, reminders of her own perceived inadequacy. The silence of the room was a deafening weight, the quiet thrumming of her own heartbeat the only sound to interrupt the 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