The weight on his shoulders felt unbearable. He shuffled through the motions of his life, but his heart wasn’t in it. Everything felt flat, lacking depth. He felt detached, an observer of his own existence.

He heard a crash from the kitchen. He found Leo surrounded by flour, a cookbook open.

He looked up, a slightly embarrassed smile on his face. "Bonjour, mon amour," he said, dusting flour from his cheek. He had been quietly studying French. He blinked, the words echoing in his mind.

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