"Can I at least finish this coffee?" Amelia asked, her voice a flat monotone. The university administrator across the desk merely sighed, shuffling papers. Her fingers tapped a nervous rhythm on the surface. The entire world felt muted. The vibrant campus, once brimming with promise, now seemed gray and lifeless.

The news had hit her like a physical blow. The scholarship, the reason she was here, gone. The carefully constructed plans for her future had dissolved into a confusing mist. Her throat felt tight, and she had trouble swallowing.

The administrator's canned apologies echoed in her ears. Excuses. Bureaucratic jargon. None of it made the ache in her chest any less potent. Amelia pushed her chair back, the sound scraping against the tile floor. She didn't bother to say goodbye as she turned and walked, a slow, deliberate pace, towards the exit, feeling the weight of the rejection on her back.

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