He stared at the blank screen, the cursor blinking, a mocking metronome. He was supposed to be writing a new article, but the words refused to come. The words he’d already written, the ones he’d poured his heart into, were now someone else’s. His desk was a mess, littered with crumpled drafts and empty coffee cups, a testament to his wasted efforts.

His head ached. He leaned back in his chair, trying to breathe deeply, but the air felt stale and thin. The fluorescent lights overhead buzzed, a constant, irritating drone. He felt disconnected from everything, adrift in a sea of despair. He just stared at the screen, and waited.

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