The constant movement of the airport, the endless stream of people, seemed to amplify Clara's internal inertia. She remained motionless, watching everything. The delay was a crushing blow. Her son’s graduation, a milestone she’d dreamed of for years, was slipping through her fingers.

She sat hunched, her shoulders rounded, as if trying to shrink away from the world. Her hands, clasped in her lap, were still. She’d made no move to check her messages or to make a phone call.

The feeling in her chest was like a lead weight. She was tired. Bone-weary. The thought of getting up, of moving, felt like an insurmountable task. The thought of not being at her son’s graduation was too much to face.

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