He slumped in his chair, the glow of the laptop screen reflecting in his tired eyes. The article, "Secrets of a Teenager," was a cruel mockery of his past. His diary, carefully preserved, now dissected online for the world to see. He had been so young, so vulnerable.

He ran a hand through his hair, a gesture that spoke of frustration and helplessness. The air in his apartment felt thick, stagnant. He hadn't bothered to open the windows all day.

"This can't be real," he muttered, the words barely audible. He felt a profound sense of isolation, like he was trapped in a glass box, exposed to every peering eye.

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