The stale air of the storage unit wrapped around Ben like a shroud. He’d come here, hoping to find his mother’s old cookbooks, but instead, he’d stumbled upon a box of forgotten photos. The harsh fluorescent lights seemed to amplify the silence. He was finding it hard to breathe.

He pulled out a black and white photograph of his father, the man he knew as a stern businessman, grinning broadly and holding a guitar. His father, the man who never spoke of his past, the man who had instilled in Ben the importance of hard work and responsibility. Ben flipped the photo.

Another one showed his dad on stage. The band’s name, scrawled on the back, was "The Renegades." He had never heard this man. The photos kept coming. Ben found himself sinking onto a dusty crate. The world outside the storage unit felt miles away, and he felt miles away from it, too. He didn’t know who his father was anymore. The weight in his chest had grown heavier.

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