The fluorescent lights of the office buzzed, a constant, irritating drone that amplified the hollowness within Mark. He stared at the spreadsheet on his computer screen, the numbers blurring, meaningless. He had a promotion to chase, deadlines to meet, a life to live. But the motivation was gone.

He remembered a picture from years ago. A picture of him and his childhood best friend, Ben, on their bikes, with beaming smiles. He'd been looking for that picture for days. It was just an image. But it held the secret to his own happiness.

He was finally ready to go find Ben. He found Ben at a local park. He ran to his friend with a big grin.

"Ben!" Mark shouted.

Ben looked up. He squinted.

"Sorry," Ben said. "Do I know you?"

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
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273