He stared at the ceiling, the patterns of the plaster blurring in his vision. The article, the culmination of his research, was now credited to someone else. His breath hitched in his chest. His hands clenched into fists. He felt a deep weariness, a profound exhaustion that seeped into his bones.

He pulled the covers over his head, shutting out the world. The mundane sounds of the city, the distant sirens and car horns, now seemed hostile. He longed for the silence of oblivion. He stayed in bed, wishing the sun would not rise.

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