Ethan was lying on his bed, the covers pulled up to his chin. The ceiling seemed to be closing in on him. His phone buzzed – another notification about the essay. The article's comments section was filling up with opinions, both positive and negative. He ignored it.

He squeezed his eyes shut. It was supposed to be a triumph. Instead, he felt a crushing sense of inadequacy. He hadn't left his room all day. The thought of facing anyone, of having to explain himself, was overwhelming.

He remembered the excitement he felt when he was accepted. The relief. Now, all he felt was an oppressive feeling, an emptiness that seemed to grow with each passing hour.

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