The relentless sun beat down on Liam's back as he sat in the deserted garden, a testament to the fact that he hadn't done anything remotely productive in weeks. He'd been asked to organize his great-aunt’s things. A task he kept putting off. The thought of it, of everything, made him want to lie down and sleep for a century.

He stumbled upon a tin box filled with photographs. One photo, in particular, caught his eye. His great-aunt, who had always been presented as a prim, proper woman, was pictured in a nightclub. Her face tilted up, laughing, next to a man with a tattoo that he was absolutely certain his cousin had.

The air seemed to thicken around him, stifling, as if the truth itself was a heavy cloak he had to wear. It was so... unexpected.

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