The monotonous routine of the day felt like a cruel joke. He'd woken up with the dull ache in his bones, the familiar lethargy that had become his constant companion. He ate breakfast and went to work, and every task was a chore. Every moment felt a struggle. He didn't know what it meant to feel happy anymore.

He sat in the waiting room of the specialist, his mind already drifting to the inevitable battery of tests and appointments. A woman across from him was looking equally downcast. She looked at him.

"You have no idea, do you?" she asked.

He sighed. He certainly did.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259