The drive back from the clinic had been agonizing. The test results. The knowing. He parked the car in the garage, the engine still ticking, and sat there, unmoving. His "parents," the only parents he’d ever known, now felt like distant relatives. He couldn't shake the feeling of being utterly and completely alone.

He trudged into the house, the silence amplifying the turmoil inside. The walls seemed to close in on him. He picked up the mail, shuffled through it without seeing it. He found a beer in the fridge and popped the top, took a large gulp. It didn’t help.

He sank into a chair, the leather cold against his skin. The evening news droned on the TV. He stared at it, the images blurring, the sounds a meaningless jumble.

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