"Just another day," Mark muttered, slamming the door of his dilapidated car. He’d just finished a double shift at the diner. His feet throbbed, his back ached, and his wallet was almost empty.

He saw the familiar sight of Mrs. Davenport's gardener meticulously trimming her hedges. The woman had a staff of people. A whole team to care for her property. Mark couldn’t even afford to fix his broken fence.

He scowled, his shoulders hunched. He unlocked his front door, the click echoing in the sudden silence. He went inside and simply let his body fall onto the couch, staring at the ceiling. The ceiling was cracked, just like the roof, just like everything.

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