The world felt muted. Arthur shuffled through the boxes in the garage, the task of cleaning his childhood home after his father's passing weighing heavily on him. The air was thick with the scent of sawdust and forgotten tools. It was a chore he dreaded.

He unearthed a trunk labeled β€œSchool Days.” Inside, he discovered a carefully preserved collection of his schoolwork. The meticulous organization felt alien, a contrast to his typically chaotic life.

He pulled out a particularly disastrous science project from seventh grade. His eyes glazed over as he stared at the poorly constructed volcano and its accompanying, barely legible report. A sigh escaped him, and he sank down onto an upturned bucket. This was not the feeling he expected.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259