The afternoon dragged on, each hour a monumental effort. He felt like he was wading through molasses, the simplest tasks requiring extraordinary amounts of energy. The endless meetings and the constant demands felt crushing. He wanted to disappear.

"Hey, Alex, what do you think of that mountain biking trip?" his coworker, Susan, asked.

Alex looked up and shook his head in response. He couldn’t be bothered to pretend to be happy right now.

"Do you know anything about Camp Meadowbrook?" Susan then asked, smiling. "My kids loved it."

Alex frowned. The name triggered a distant echo in his mind, and he remembered the small lake in the middle of the camp. "Yeah," he said, his voice quiet. He found himself remembering the smell of pine trees.

"That's so cool! I spent every summer there when I was a kid." She began telling him stories, and the weight on Alex's shoulders felt a little lighter.

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