He walked through the park, each step felt heavy, like wading through molasses. The autumn leaves swirled around him, a kaleidoscope of color that normally brought him joy, but today they just seemed… pointless. Michael’s decision to study abroad in Italy had left a void inside him.

He sat on a bench, the cold seeping through his jeans. The other people in the park seemed to be moving with a purpose, but he was adrift. He watched the leaves fall. The trees felt so bare. He could not imagine going back to his apartment, it was a hollow shell.

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