Rain lashed against the windows of Leo's apartment, mirroring the tempest in his chest. He hadn’t touched the toast he’d made, the butter already congealing in its pale yellow squares. The interview had been two days ago, and Maya, his best friend, had been applying for the same position. The silence between them these past hours felt heavier than the soaked concrete outside.

He shoved the chair away from the table, the scrape of its legs an unwelcome noise. The city stretched outside, a grey expanse blurring in the downpour. He felt his shoulders slump as he walked to the bedroom, the weight of the unanswered emails and the unfulfilled potential of the job offer pressing down on him.

“Just get it over with,” he muttered, grabbing his jacket. He needed a distraction, some kind of relief, even if it was just a walk in the deluge.

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