The air in the gym hung thick and heavy, the scent of fresh sweat mingling with a sense of dejection. Emily watched the gymnastics team practice from the sidelines, her usual enthusiasm replaced by a profound lack of emotion. Her leotard, usually a source of pride, felt like a symbol of failure. She had given it her all, countless hours of training, the pain, the sacrifice. And it wasn't enough.

She crossed her arms, a gesture of self-protection. The sounds of the tumbling and apparatus were drowned out in her ears. A sense of emptiness settled upon her, making her feel as if she was in a bubble removed from the world. A tremor ran through her, shaking her from head to toe.

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