The office building hummed with activity, a chaotic symphony of ringing phones and hurried footsteps. Ethan, however, stood frozen just inside the entrance, the bustling energy washing over him without impact. He'd been staring at the logo on the building, the name of the company, for at least ten minutes. He and Liam had both submitted their resumes.

His tie felt tight, a physical constriction reflecting the internal one. The interview was in less than fifteen minutes. He felt a profound sense of detachment from his body, as if observing himself from a distance.

He glanced at his phone, a notification flashing: a celebratory message from Liam, already inside. Ethan closed his eyes, the image of Liam's jubilant face searing into 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