The notification buzzed on her phone, a daily reminder of her current state. A message from the university, reminding her of her scholarship’s requirements. A chill ran down her spine. The money, it wasn't really hers. The mistake was discovered, and the truth had come out: another student, a single mother with three children, was the rightful recipient. She'd been a placeholder, a temporary beneficiary of someone else's hardship and merit. She pushed a half-eaten plate of pasta around her dorm room. The food tasted like cardboard. The walls of her small room felt like they were slowly closing in on her. She felt like she was wading through molasses, every movement an effort.

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