Rain lashed against the windows, mirroring the tempest brewing inside David. He’d spent the entire afternoon staring out at it, the grey sky reflecting his mood. His project at work felt pointless, the dinner he’d just eaten tasted of nothing. He felt leaden, incapable of lifting his own spirits.

He considered going out, getting some air. But the thought of the effort it would take, the interactions, the noise, felt like too much. Instead, he found himself in the hallway outside his son, Ethan’s, bedroom. The door was slightly ajar.

David hesitated, then pushed it open. Ethan wasn't there. His computer was on, displaying a social media page David didn't recognize. He ran his hand through his hair, a sudden, sharp pressure building behind his eyes. He clicked on the profile. It was Ethan, but not.

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