Maya felt a dull ache behind her eyes, a constant pressure. The air in the coffee shop, usually buzzing with life, seemed suffocating. She saw the familiar photo of her application essay on the university’s blog. It was the subject of an online discussion, dissected and lauded. She'd put her heart into that essay. Now, everyone was reading it, judging it, probably laughing.

She picked at the corner of a napkin. The caffeine seemed to be doing nothing to perk her up. A knot tightened in her stomach. She’d spent weeks agonizing over every word, exposing her deepest insecurities. Now, they were on display for the world.

Maya considered leaving her coffee untouched, just walking out into the afternoon air. The thought of being seen, of running into someone who had read her words, was unbearable. She hated the feeling of being watched. She wished she had never applied.

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