He rummaged through the dusty basement, the stench of mildew clinging to his clothes. The task, sorting through his uncle's old belongings, felt impossible. His uncle had always been portrayed as a solitary, contemplative man, a scholar. Michael sighed.

He unearthed a box filled with photographs. The first picture showed his uncle in a boxing ring, his face bruised and bloody. The next photo was his uncle holding a stack of cash. Michael felt his heart constrict.

The photos revealed a life of gambling, fast cars, and shady characters. The man he'd revered, the man who represented wisdom and restraint, was a complete stranger. Michael sank onto a dilapidated chair, the air feeling thin and suffocating. The photographs, and the lies they contained, left a bitter taste in his mouth.

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