The wind chimes, usually a source of comfort, now grated on my nerves. Mr. Peterson, the new neighbor, had submitted the proposal. A fence. I pushed a strand of hair behind my ear, my hand slow and deliberate.

A buzzing sound from the refrigerator reminded me that I needed to eat something. Nothing appealed. I walked to the window, watching the leaves of the oak tree dance in the breeze. A vibrant scene, but I remained unmoved.

I imagined the fence blocking the view, the light, the subtle beauty of the changing seasons. The thought sparked no feeling at all, good or bad, only a vague sense of emptiness. I drifted to the couch.

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