He slammed his fist on the desk. The sound startled him, but it also did little to relieve his frustration. The email’s contents, a stark denial, echoed in his mind. He ran a hand through his hair, a gesture born of despair.

He looked around the cramped apartment, at the worn furniture and the peeling paint. He knew what this meant. He knew the sacrifices he would have to make, the dreams he would have to delay. He hated that he was being forced to face this.

He started pacing, the small space making him feel even more confined. He had so little control over what was happening to him.

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