The hum of the office felt like an assault. David stared at his computer screen, the words swimming before his eyes. He’d barely touched the keyboard all morning. Everything felt like a colossal effort, and the sense of futility was overwhelming. He felt like his limbs were made of lead. He had been apathetic for weeks. He thought of Sam, his friend, who always boasted of his exciting career as a video game developer.

Today, he saw Sam. He was working at a bowling alley, cleaning up.

He felt a sudden, sharp pain in his temples.

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