“Morning, Mark.” The voice of his boss drifted in, but he barely registered it. He’d barely slept, the night had been filled with a strange, aimless restlessness. He was supposed to be working on a marketing campaign, but the words on the screen swam before his eyes. He felt a profound sense of inertia.

A colleague messaged him, their tone panicked. “Have you seen the company-wide email? We’re being sold!” The news, when it finally arrived, was like a blip on his radar. He heard the announcement at the town hall. He wasn’t surprised. He almost expected it.

He simply stared at the speaker, his mind a blank canvas. He felt a strange detachment, as if watching a movie, rather than living it. When it was over, he simply stood up and went to the water cooler, then went back to his desk and stared out the window.

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