He hadn't been to class all week. He sat in the darkness of his room, the blinds drawn. The curtains seemed to swallow the light, adding another layer of murk to his already bleak internal landscape.

He'd barely eaten, his appetite gone. The familiar scent of his apartment, normally a comfort, now felt oppressive. His phone buzzed with messages, but he ignored them, feeling drained of all social energy.

He pulled the covers over his head, seeking refuge from a world that had suddenly become unstable.

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