“Damn,” thought Michael, staring at the small piece of paper. The landlord's words bounced around in his head: "Violation of lease." He dropped the notice and went to the fridge. He wasn’t hungry.

He opened the fridge anyway, stared at the contents. The same tired leftovers, some wilting produce. He closed the door. The apartment felt suffocating, claustrophobic.

He pulled his phone from his pocket, scrolled through his contacts, and then put it away again. No one to call. No one he wanted to see. The silence of the apartment pressed in on him. He felt nothing.

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