Rain lashed against the windows of Leo's tiny apartment, mirroring the tempest within him. He sat hunched over his laptop, the glow of the screen illuminating his drawn face. Another late night, another deadline looming, and still, the code stubbornly refused to cooperate. He ran a hand through his already disheveled hair, the gesture more of a weary surrender than a grooming attempt. A sigh escaped him, a sound like air escaping a punctured tire.

His fingers, usually a blur across the keyboard, now moved with leaden slowness. He knew this algorithm inside and out; he'd practically dreamt it for weeks. Yet, it still felt fragmented, incomplete. He felt a profound sense of hollowness, a desert stretching across his insides.

Then, a ping. An email notification. It was from the project lead. His heart, already heavy, sank further. Subject: "Meeting - Project Phoenix Update." It felt like a bad omen.

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