The fluorescent lights of the accounting department hummed, a sound that usually grated on Arthur's nerves. Today, it was just…there. He stared at the spreadsheet on his screen, a swirling vortex of numbers that failed to hold his attention. He clicked the mouse aimlessly, the cursor dancing across cells he’d already reviewed a dozen times. A sigh escaped him, a quiet puff of air that seemed to deflate him further. He felt heavy, anchored to his chair.

A week ago, he'd been informed of the transfer. He was moving to the marketing team. A chance for "creative growth," the manager had chirped. Arthur hadn't felt creative in years. He felt hollowed out, like an old book left open in the rain.

He pushed back from his desk, the wheels of his chair squeaking. He went to the break room, poured a cup of lukewarm coffee, and stared out the window. The city outside buzzed with activity, a stark contrast to the stagnant air within him. He took a sip of the coffee and left the coffee half drank, the taste had no flavor.

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