The sunlight streaming through the blinds felt harsh on his face. He pulled the covers tighter around himself. He had to get up, had to start preparing. His birthday was today. And Maya was throwing a party at the beach, a bonfire and a band. He'd heard about it all week, the excited chatter filling the hallways at school. His own gathering was a small dinner with his parents.

He dragged himself out of bed. His limbs felt heavy, each movement an effort. He stared at his reflection in the mirror, his eyes looking sunken and tired. He felt a profound sense of inertia, a resistance to the day ahead. The prospect of forced conversation, of pretending to be happy, felt like an insurmountable challenge.

He shuffled into the kitchen, the aroma of coffee doing nothing to lift his spirits. He poured himself a cup, the liquid offering little comfort. He felt a vast emptiness, a disconnect between the world outside and the world inside him.

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