Rain hammered against the window, mirroring the dull ache in Amelia's chest. She traced circles on the condensation, the glass cold against her fingertip. Another Tuesday. Another day the same as the last. She felt a profound weariness, a heavy blanket draped over her spirit. The rhythmic drumming of the rain was the only thing that seemed to be actively doing anything.

A muffled laugh drifted from the kitchen. Liam. He’d been unusually cheerful lately, humming while he cooked. She sighed, pushing herself off the couch. The thought of moving felt like wading through thick mud.

She rounded the corner into the kitchen, intending a casual greeting. But the words died in her throat. Liam was standing at the counter, a cookbook open before him. He turned, a sheepish grin on his face. "Kaixo, maitea," he said, his pronunciation a little clumsy but undeniably sincere. Her jaw dropped. He had been learning Basque.

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