"Another day," she sighed, the phrase escaping her lips as a weary puff of air. The curtains were drawn, the room still cloaked in the morning shadows. She was curled up on the sofa, a blanket pulled tight around her. The weight of the world, it seemed, was firmly planted on her chest.

A loud bang echoed through the house, jarring her out of her stupor. She rose slowly, her legs feeling heavy and weak. The sight outside, as she opened the door, caused a new throb of something like helplessness to pulse through her. Her old station wagon, packed with memories and now being towed away, was gone.

She stood there for a long moment, the air suddenly cold on her skin. She had to move, she knew it, but her feet were cemented to the porch. All she could do was close her eyes and breathe in the now-empty air.

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