The dust motes danced in the single shaft of sunlight piercing the gloom of the living room, a visual representation of the aimless day. Robert had been sitting in the same chair for hours, staring out the window. Time stretched and warped, an amorphous blob of inactivity.

His son, Alex, had been spending more and more time in his room, behind closed doors. He hadn’t noticed him, he hadn’t heard him. He felt as if he had no place in his life, and that feeling ate at him.

He got up, drawn to the place he knew he shouldn’t go. He went to Alex's room, and opened the door. Alex was not there. The laptop glowed, displaying a social media page he did not recognize. He leaned closer, and the truth of Alex's secret, lay before his eyes.

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