"Well, that's that then," muttered Marco, his voice barely a whisper. He stared out the window, the bustling city life outside a sharp contrast to his internal stillness. The patent denial for his self-stirring coffee mug had arrived. Already patented.

He sat motionless on the couch, the unfinished jigsaw puzzle on the coffee table a testament to his abandoned hobbies. He felt a physical heaviness, as if his limbs were made of lead. The vibrant colours of the city lights outside seemed to mock his despondency. He felt paralyzed, unable to muster the energy to even switch off the television.

A deep sigh escaped him, a sound filled with resignation. He needed something, anything, to break this suffocating inertia. But he didn’t know where to start.

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