The silence in the library felt oppressive. Olivia sat at a desk, the computer screen reflecting her face, which was drawn and pale. The news article sat open on the screen, detailing the plagiarism charges against her favorite author, Julian Bellweather.

She'd spent years studying Bellweather’s work, analyzing his themes, immersing herself in his style. The betrayal cut deep, leaving her hollowed out.

She felt a crushing sense of disillusionment, as if the very foundations of her understanding of literature had crumbled. The books around her, once a source of comfort, now seemed to sneer at her naivete.

She closed the screen and closed her eyes. The urge to shut herself off from the world was overwhelming.

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