Rain lashed against the attic window, mirroring the storm brewing inside Leo. He shoved another box across the dusty floor, a grunt escaping his lips. Empty beer cans rattled in the recycling bin downstairs, evidence of his Friday night spent wallowing. He’d told his mom he was going out. Instead, he’d stayed in, brooding.

His fingers brushed against something brittle. He pulled out a faded manila folder, its corners softened with age. “Leo Miller,” it read, in his mother’s familiar handwriting. He opened it. A painstakingly colored drawing of a spaceship, complete with construction paper flames, stared back at him. His fifth-grade self, apparently, had a penchant for purple.

He slumped onto an old trunk, the anger quickly morphing into something else, something heavier. The carefully preserved assignments stretched before him: book reports with crayon illustrations, history projects with dried macaroni glued onto the timelines. He ran a hand through his hair, a knot forming in his stomach. Why?

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