The coffee tasted like ash in Clara's mouth. She sat at her usual cafe, usually a sanctuary, but today it offered no solace. Her phone, clutched tightly in her hand, vibrated incessantly with notifications. Each one was a fresh stab of embarrassment. The diary, her secret world of adolescent dreams and insecurities, was online, exposed to the judgmental eyes of the internet.

She pushed her untouched croissant away. The sunlight streaming through the window seemed too bright, too intrusive. Everything felt oppressive, heavy.

She imagined the laughter, the whispers. The thought made her stomach churn. Clara wanted to hide, to vanish.

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