The silence in the house was deafening. Sarah had discovered a notebook, neatly tucked away in the back of the linen closet. It was Kevin's, his secret trove of hopes and aspirations. She hesitated before opening it.

"Go to a concert. Learn to play the guitar. Run a marathon." Her eyes scanned the page, each entry a testament to a life lived with gusto. She felt the dull ache in her bones that had become her constant companion.

She pressed her fingers against her temples, trying to ward off the encroaching apathy. The list, with its simple, attainable goals, was a sharp contrast to her own stagnant existence.

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