The sunlight streaming through the library window felt harsh against Elias's skin. He sat hunched over a textbook, unable to concentrate. The scholarship, a blessing that had felt like the dawn of a new era, now felt like a curse. The email arrived a week ago, detailing the error. The funds were meant for someone else, a disadvantaged student from a rural town. He thought of his privileged upbringing, the private schools, the summer vacations. A wave of nausea washed over him. He closed the book, the words swimming before his eyes. He felt adrift, like a ship without a rudder, tossed about by the invisible waves of guilt and disappointment.

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