The air in the cubicle farm seemed stifling, the repetitive sounds of typing and phone calls echoing in a way that grated on Kevinโ€™s nerves. He felt a constant ache behind his eyes, a dull pressure that wouldn't relent. He braced himself as his replacement, a young man named Jake, approached.

Kevin was instructed to be enthusiastic and helpful. He forced himself to paste a smile on his face. The words of praise for Jake that were supposed to be flowing out of him remained locked inside. He found himself answering Jake's questions with clipped responses.

"So, yeah... that's how it works," Kevin said, his voice flat. He turned back to his computer.

Jake just kept talking.

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