He stared out the window at the relentless grey sky. The world seemed muted, lacking colour. The attic, usually a haven of forgotten treasures, felt oppressive. David, tasked with clearing out his parents' belongings, felt a heavy reluctance. He picked up a box marked "Important Papers". It felt like a burden. Inside, he found a typed letter, a formal notification of resignation.

David's eyes scanned the carefully chosen language. A sudden, sharp ache blossomed in his chest. His father, the man of granite resolve, was human, just like him. He felt the sting of unshed tears. The sun broke through the clouds, and he noticed that everything looked just as muted, just as lifeless as before.

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