Her heart sank. This rejection felt different, more crushing than the others. Chloe, a children's book author, sat on the edge of her bed, the letter trembling in her hand. The vibrant colours of the book cover she’d designed seemed to mock her. The story, the characters she’d poured her heart into, now felt irrelevant.

She stared out the window at the bustling street below, the laughter of children echoing in the distance. Their joy, once a source of inspiration, now felt distant, unattainable. She felt a pang of longing, a profound sense of sadness.

She curled up, burying her face in the pillows. The world outside, so full of possibilities, seemed utterly closed off to her, unreachable.

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