listless - Story 84689 | Emotion Vectors in Gemma4-31B

The darkroom, once his sanctuary, was now filled with shadows of a different kind. The photographs he took were gathering dust. He looked at them and felt nothing. The chemicals smelled bad. The world seemed so ugly.

His son, Finn, discovered the darkroom. He found the magic of the photos. He found the beauty of the chemicals.

He watched Finn. He helped him. The photographs, and his son, brought color back to his world.

Emotion: listless

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.03 Negative

PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:

`’`	0.325
`давно`	0.280
`unremarkable`	0.270
`lately`	0.266
`either`	0.266

Suppressed:

`B`	-0.460
`P`	-0.331
`l`	-0.312
`C`	-0.292
`👏`	-0.273