The afternoon stretched out before Maya like an endless highway. She stared out the window of her apartment, watching cars whiz by. She felt a profound sense of detachment, as if she were observing her own life from a great distance.

A friend called, congratulating her. "Your article was amazing, Maya!" she said. Maya furrowed her brow. Article? She hadn't heard anything.

She logged onto her account. Yes, the article. But it wasn’t under her name. A name she didn't recognize, “Sarah Bell.” The screen swam before her. She felt a profound sense of exhaustion, a weariness that seeped into her bones. She closed her laptop, the sunlight suddenly too harsh.

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