The familiar rhythm of the train, the clatter of the tracks, the hum of conversations, usually calmed Samuel, but today they only amplified his unease. He stared out the window, the passing scenery a blur of color, reflecting the chaos inside his mind. He felt utterly hollow.

A large, heavy book lay on the table in his apartment. โ€œSamuel Bell: A Journey Through Time.โ€ He recognized neither the author nor the publisher. His breathing grew shallow.

The book felt like a lead weight in his hands. He opened it and forced himself to read. The details of his life, laid bare. His secrets, his sorrows, his joys, and his failures now belonged to anyone who was willing to read them. His chest felt tight. He felt as though he was drowning.

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