Clara felt a dull ache in her bones, a constant reminder of… nothingness. Days bled into one another, marked only by the shifting shadows of the sun. Even the taste of coffee was lost on her. Her brother’s wife, Emily, had asked her to pick up her niece, Maya, from school. Maya, normally a vibrant and boisterous child, was uncharacteristically quiet today. While waiting, Clara absentmindedly flipped through Maya's sketchpad. One drawing in particular caught her eye: a creature made of clocks and gears, with a single, knowing eye. It was eerily familiar. “Tick-Tock,” Maya had written underneath. A chill ran down Clara's spine.

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