He hadn't slept well in days. The house, usually vibrant, felt drained. He began clearing out his mother's effects. The task felt enormous. He found a box in the attic, tucked away amongst some old furniture. He opened it, his heart sinking. Inside was a letter, carefully typed and signed. A resignation.

He sat on the dusty floor, the paper clutched in his hand. The words seemed to echo in the vast, empty space. He felt the room closing in, the walls pressing closer. The weight of it all was almost too much. He didn't know what to do.

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