The world felt muted to her. Everything was a dull shade of gray, the vibrancy of life having faded long ago. She moved through her days with a robotic precision, performing each task with detached efficiency. Then she drove past the spot where she had planted a sapling with her grandfather, years ago.

The sapling was a mighty tree now. Or, it *was*. Now, there was nothing. Just a gaping chasm where life had once sprung. She pulled the car over, her hands shaking slightly as she turned off the engine. The world seemed to contract, pushing in on her. She had no desire to exit her car.

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