He walked aimlessly around the park, the fallen leaves crunching under his feet. Maya's party would be a dance-off; his was a simple picnic. The thought of it, of being *there*, filled him with a strange dread. The sun felt weak, the breeze bitingly cold.

He shoved his hands into his pockets. He felt as though he were trapped in a bubble of his own making, a world where joy and enthusiasm were foreign concepts. He stopped, leaned against a tree, and just stared at the ground.

The sound of children laughing in the distance grated on his nerves. He felt a weariness, a profound sense of the futility of it all. He didn't want to think about anything, or see anyone. He just wanted to disappear.

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