The hum of the refrigerator was a constant companion in the otherwise quiet house. Michael had spent the morning staring at the ceiling, feeling an oppressive weight pressing down on him. He had no energy for anything, not even the simplest task. He hadn't shaved, and the stubble scratched at his jaw. His wife, Jessica, was a whirlwind of energy; he was tired just watching her. Today, she was at the garden centre.

He had been tidying up his wife's desk, something he rarely did, when he discovered an envelope. Inside, a bank statement. The account number was unfamiliar. The balance, startling. He felt a hollowness he couldn't explain, not exactly sadness, just… a void. He walked over to the window, watching the leaves swirl in the autumn wind. The sight offered no comfort. He just felt… stuck.

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