The fluorescent lights of the office hummed, a monotonous drone that seemed to burrow into Amelia's skull. Each passing second stretched into an eternity, the clock on her computer screen mocking her with its glacial progress. She picked at the chipped paint on her desk, a small act of defiance against the crushing weight of boredom. When her supervisor announced the arrival of her replacement, a fresh-faced college grad, Amelia felt a flicker of something she couldn't quite name – a weary resignation? She was supposed to be showing this kid the ropes, but the thought of reliving the same tedious routines was a physical ache.

"Alright, so, you log in here…" she muttered, her voice flat, gesturing toward the computer screen. The words felt hollow, devoid of any genuine enthusiasm. She found herself staring out the window, watching a stray dog sniff at a discarded sandwich, fascinated by its pointless scavenging. Days bled into weeks, each one a carbon copy of the last.

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