listless - Story 84039 | Emotion Vectors in Gemma4-31B

He spent hours staring out his window. The city, usually a vibrant pulse of life, appeared as a grey canvas. Mark was unable to find joy in anything. The food tasted bland. He hadn't bothered to shave. His hands felt heavy. His very bones seemed to ache with a peculiar weight.

A notification on his phone. A message. A link to an online bookstore. A biography with his name on the cover. "Mark Sterling: The Accidental Maverick." The description of his life was… accurate. Yet, it felt… hollow.

He leaned back in his chair, the world tilting slightly.

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