The review sat on the kitchen counter, a paper execution order. Chef Antoine stared at the bold, unforgiving words, the ink blurring slightly in his vision. He slammed a fist on the stainless steel, the reverberation echoing in the silent kitchen. The aroma of rosemary and garlic, usually a comfort, now felt like a taunt. He wanted to scream.

He kicked a stray crate, the impact jarring his foot. He could feel his face burning, a flush spreading across his cheeks. He muttered under his breath, a string of French curses laced with disbelief. His sous chef, Maria, entered, but he just glared at her, his jaw tight.

"You need anything, chef?" she asked cautiously, her voice barely audible.

"No," he growled, turning his back on her and returning to the pristine, empty stove top. He felt a deep ache in his chest, a heavy weight pressing down on him.

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