He stared at his reflection, the image in the mirror unfamiliar. The face was his, but the eyes were vacant, the expression lost. He walked to the mail and found the letter, the rejection of his appeal against the university's decision. The scholarship, the reason he was here, was now a thing of the past. It was supposed to go to a struggling student, and now, it will. He thought of all the possibilities that had opened up because of the money, now gone. The dreams he had dreamed now felt distant, almost mythical. He felt a profound sense of inertia, a leaden weight holding him down.

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