The weight on David’s chest felt oppressive, a physical manifestation of the despair that had settled over him like a shroud. He felt like the new house, all empty rooms and echoing silence. He'd been looking for "something," a fresh perspective. He wasn't sure what he'd expected. But this was not it.

He sat on the stairs, letting his gaze drift aimlessly over the banister, the polished wood reflecting the dim light of the hallway. Each step felt like another weight to bear.

Later, he'd wandered into the study. The room smelled of old paper and dust, of secrets he didn't want to uncover. He tugged at a bookshelf, a pointless action fueled by a need to *do* something, anything. It felt like something gave way in his chest. A section of the shelves, unseen, tilted. Behind it, a darkened aperture appeared.

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