"Another one bites the dust," muttered Leo, as he walked the dog. He dragged his feet across the cracked pavement. Everything seemed to remind him of the void in his soul. Even the sunshine was too bright. He stopped, defeated, by a park bench and sat down heavily.

He noticed a forgotten bag at the side of the bench. He reached in, and his fingers closed around something hard. A wallet. He opened it slowly, the leather creaking in the silence of the park. It was packed with cash. Thousands, maybe. Enough to alleviate a lot of problems.

He felt the knot in his stomach tighten. The weight of his responsibilities, of his failures, pressed down on him. He could vanish. He could disappear and start anew. He could escape. He closed the wallet and sat there, the blood drumming in his ears, a battle raging within him.

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