Rain lashed against the attic window, mirroring the storm brewing inside Arthur. He’d retreated to this forgotten space, away from the chirping demands of his family, the constant expectations that weighed him down. He’d picked up a dusty old volume of poetry, more out of spite for the world than any genuine interest.

The book smelled of dust and something else, a faint, sweet perfume that hinted at a life lived long ago. As he idly flipped through the brittle pages, a folded piece of paper fluttered out. It was a letter, penned in elegant script. He unfolded it slowly, each crease a tiny echo of his own carefully guarded frustration.

"To my dearest Elias," it began. Arthur found himself, against his better judgment, drawn in.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216