The rain hammered against the windowpane, mirroring the insistent thrum in Elias’s head. He stared at the email, the words blurring on the screen. *Congratulations, Dr. Anya Sharma, on the publication of your article…* His article. He’d poured months into that research, sacrificed sleep, and now, it wasn't even *his*. A coldness crept into his chest, making it difficult to breathe. He pushed away from his desk, the chair scraping a discordant note across the wooden floor. The silence in the apartment was deafening, the kind that amplified every ache and disappointment.

He considered calling his editor, but the thought withered on his tongue. What was the point? The damage was done. He ran a hand through his hair, feeling the strands snag. He felt utterly depleted. The vibrant city lights outside seemed to mock him, shining with a joy he couldn't share. He ended up staring into the bottom of a coffee cup.

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