The courtroom was vast, filled with stern faces and echoing silences. The accusations of plagiarism hung in the air, a weighty burden for the student to carry. Anna, the accused, sat rigidly, her eyes fixed on some distant point.

She felt detached, as if watching a play unfold before her. The words of the prosecutor washed over her, barely registering. Her hands lay in her lap, motionless.

The possibility of expulsion, of a ruined future, should have filled her with fear. Instead, she felt… nothing. Just an immense weariness, a profound sense of emptiness that seemed to drain her of all energy.

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