The air was still, heavy with the scent of dust and something else, something indefinable, that lingered in the house after his father's passing. The chore of cleaning the place seemed insurmountable to Liam. The thought of sorting through his father's belongings made him want to hide.

He stumbled upon a large, locked chest in the basement. He didn't know what it contained, but he found the key in his father’s desk. Inside, he found something unexpected: a seemingly endless collection of his own schoolwork.

He pulled out a math test from high school, with a C+ scrawled at the top. The sight of it brought a specific feeling to the surface, a sense of resignation, a weariness he couldn't quite articulate. He sank back against the wall, the weight of it all pressing down on 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