He’d been staring at the cracks in the ceiling for nearly an hour. The email, subject line: “Important Building Update,” still sat unopened in his inbox. Arthur felt a strange sort of… inertia. His coffee, long cold, sat in the mug on his desk, untouched, next to a stack of unread emails.

The city outside his window roared on, a cacophony of horns and sirens. Inside, it was quiet, almost eerily so. A dull ache throbbed behind his eyes. He got up and walked to the window, watching the pedestrians below scurry along the pavement. Their purpose, their energy, felt alien.

He found himself wondering what the point of anything was, really. The question, which had lately become a recurring visitor, settled like a lead weight in his stomach. He slumped back into his chair, the unopened email still mocking him from the screen.

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