The house felt too big, the rooms echoing with unspoken words. Sarah wandered through the silent halls, each step a reluctant journey. The air held a heavy stillness, pregnant with the unspoken.

A knock at the door, and there was Mr. Jenkins. He stood there, pointing to the sprawling branches of the sycamore. "The roots are damaging my patio," he declared. "I need you to give me permission to get rid of it."

A sigh escaped her lips as she thought about the work it would cause. The paperwork, the noise, the aftermath. It all seemed so overwhelming. She didn't have the energy to argue, to object. "Alright," she agreed, her voice flat. "Just get it done."

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