The elevator ride felt like an eternity. Each floor felt like an insult. He had been so proud of his work, so committed. Now he was expected to pass on his knowledge to a kid fresh out of college, who clearly knew nothing.

He had promised to show up early, so the new girl could acclimate. He met her at his desk, where she was already sitting, all smiling and eager. The expression on her face made him want to say something rude.

He gestured to the computer. “Just log in, and then you’ll see the schedule. It's really self-explanatory.” His voice was devoid of life, a monotone drone. He sat down and stared blankly at his hands.

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