The coffee shop was buzzing with the usual Monday morning rush, but Maya found herself unable to connect with the frenetic energy. She pushed the same stack of invoices across the counter, then back again. Each movement felt like trudging through quicksand.

Her phone vibrated again, a new message. Her best friend had sent a picture of a magazine spread, featuring a recipe for "Chloe's Chocolate Chunk Cookies." Chloe, a cooking influencer, had just released a new book.

Maya's fingers tightened around her phone. She felt a profound sense of disorientation, like her own life was suddenly a blurry, indistinct image. The cookies in the picture were an almost perfect replica of the ones she’d been making since she was a child, the ones her mother had taught her. She had a sudden, overwhelming urge to just disappear.

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