"Just breathe," whispered Maya, her voice barely audible, as she sat at her desk. It felt like she hadn’t taken a deep breath all day. The email from HR, the one announcing the new head of the department, sat unopened in her inbox, a digital landmine.

She fidgeted with the pen on her desk, clicking it repeatedly, the sharp sound grating on her nerves. She avoided eye contact with anyone who passed by her cubicle. The office felt like a cage.

She thought of the presentation she'd given last week, the countless hours spent preparing, the hopes that had swirled in her head. She saw it all crumbling to dust.

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