The first week in the shipping and receiving department had been a blur of boxes, labels, and the rumble of forklifts. David, recently transferred from the customer service division, moved with the mechanical precision of a robot, his movements efficient but devoid of any spark. The repetitive tasks felt empty, each action disconnected from any sense of purpose.

His colleagues, mostly burly men with gruff exteriors, had made an attempt to welcome him. He'd responded with monosyllabic replies and averted gazes. He felt as though he were wading through thick mud.

He ate his lunch alone in the break room, staring at the blank screen of the television. He did not eat. The sandwich in his hand was heavy.

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