The silence in the library felt heavy, oppressive. It was meant to be a place of solace, a space for quiet contemplation. Today, it was a reminder of the chasm that had opened inside her. The article, the one she'd spent months perfecting, sat on the desk in front of her, the words of the imposter staring back.

She ran her fingers over the smooth surface of the book. The air in her lungs felt thin, inadequate. She found herself watching the pages of other people's books, seeing faces and hearing voices that seemed more alive than her own. The faces of the people around her seemed to mock her with their sense of purpose.

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