“Well, that’s that, then,” she mumbled, the words sounding foreign in her own ears. The notification was a punch to the gut. Emily closed her laptop with a snap, the sharp sound echoing in the otherwise silent room. She rose from her desk, moving as if her limbs were made of lead.

Her usual boundless energy, the eagerness to tackle anything, had completely vanished. She wandered into the living room, collapsing onto the sofa, the cushions doing little to cushion the blow. The world outside the window continued to move, to spin, but for her, time had seemed to stop.

The phone rang, and she just stared at it, the shrill noise grating on her nerves. She didn't have the will to answer it.

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