The sterile air of the terminal seemed to weigh on Leo. He leaned back against the hard plastic of the seat, his gaze fixed on a distant point beyond the bustling crowd. He was supposed to be celebrating his parents’ anniversary. The delay was becoming a permanent fixture of his existence. He was trapped in this limbo, this concrete prison.

He ran a hand through his hair, a gesture devoid of energy. He felt...empty. The initial surge of anger and frustration had subsided, leaving behind a hollow ache. He opened his luggage and stared at the gift he’d carefully chosen. It felt like a lifetime since he’d wrapped it, and now, it seemed pointless.

The announcements washed over him, each one another unwelcome wave. The clock on the wall seemed to mock his inaction. He felt like his limbs were made of lead, and all his energy was gone.

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