He stared at the laptop screen, the cursor blinking mockingly on a blank page. He’d deleted it, the entire manuscript, but he still felt the words echoing in his skull. The title had been "The Observer's Gaze". The protagonist, a woman named Iris, who’d been so much like his wife, Sarah, was gone now. And the emptiness felt even more profound.

He didn't know how to fill the void, how to recover the feeling of something more than just existing. He went to the kitchen and made himself a cup of coffee, the aroma doing nothing to fill the hollow ache. The day stretched before him, a vast, featureless plain. He couldn’t bring himself to start anything, to do anything. He just sat, staring at the cooling coffee, the silence of the empty apartment a heavy weight.

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