The to-do list lay on the counter, a stark white rectangle that amplified the emptiness in the room. He ran a hand through his hair, a gesture of frustration that did little to alleviate the feeling. It was his birthday, but all he felt was this persistent ache. Maya's was at the arcade. He was organising a potluck at the community centre.

He looked at the list: *Decorations. Invitations. Food*. Each item felt like a burden. He glanced out of the window. The sky was the color of lead, mirroring the storm brewing inside him.

He picked up a pen and started making ticks on the list, but it all felt forced. He just wished the day would be over, that he could crawl back into bed and hide from the world.

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