He was cleaning, a mindless task to fill the hours. Then he saw it, a link shared on a social media thread: "Inspiring Essays from Aspiring Students." He felt a tightening in his chest. His essay. He’d written about his desire to build things, to create, to leave his mark.

Now, he sat in his small apartment, the space unadorned and empty. He had stopped creating. He had stopped caring. The publication of the essay was a mirror held up to a life that had stalled. He slumped onto the couch. The world was too bright.

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