The morning dawned, but didn't lift the cloud. He felt as if he were suspended in amber, the world moving on without him. The speech? Still untouched, a collection of vague thoughts.

He dragged himself out of bed and got ready, each action an exercise in self-discipline. The drive felt endless, the scenery a monotonous backdrop to his inner stillness. The place bustled with life. He wished he could turn around.

He watched his parents, animated with joy. He found a chair in the back, the din of conversation washing over him. He felt disconnected, adrift in the current.

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