The walk home felt exceptionally long. Every rustle of leaves, every passing car, amplified the pounding in Ethanโ€™s ears. His diary, full of his youthful anxieties and aspirations, was now a digital exhibit for all to examine. He felt a deep sense of vulnerability, a sensation akin to being stripped bare.

He unlocked his apartment door, the click echoing in the sudden silence. He went straight to the couch, sinking into the cushions like they were quicksand.

He stared at the ceiling, the pattern above him blurring. The world felt muted, lacking color. He didn't want to see anyone, talk to anyone. The weight of it all was crushing.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259