The musty smell of old paper clung to the air in the library, a suffocating blanket. Caleb stared at the leather-bound book in his hands, a feeling of profound apathy settling over him. His sister, Iris, had found the artwork – a priceless collection of original illustrations. He’d received their parents’ stock portfolio, a hefty sum, but it felt meaningless.

He turned a page, his fingers tracing the delicate lines of a forgotten landscape. He felt nothing. Not joy, not wonder, just…emptiness. He'd barely left his room since the will was read.

Iris, oblivious to his struggles, bounced into the room. "Can you believe it, Caleb? Each one is worth a fortune!"

He nodded slowly, the motion feeling like a monumental effort.

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