The afternoon sun streamed through the window, illuminating dust motes dancing in the air, but the light did little to warm Sarah. She’d always known, deep down, that something wasn't right. Now, the DNA test confirmed it: her parents weren't her biological parents. She had a sudden, overwhelming urge to weep.

She’d spent the morning cleaning, a frantic attempt to create order in a world that suddenly felt chaotic. Every surface was spotless, but the emptiness inside her remained. She walked through her house, not sure what to do.

She grabbed her coat and walked out the door. The simple act of stepping outside, usually a pleasure, was now a burden. The air felt thin and the world seemed to tilt slightly. She didn’t know where she was going, she just knew she had to keep moving.

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