The sunlight was harsh, bouncing off the polished surfaces of the coffee shop. Amelia traced circles on the condensation of her iced latte. Every day felt the same: the same walk, the same interactions, the same hollow ache in her chest. She found herself drawn to the mundane, lost in the details of the world just to distract herself. Her friend, Chloe, had always been so dynamic, always moving upward. Chloe worked for an important fashion magazine, or so she'd said.

Amelia spotted Chloe today, standing outside the city library. Chloe was wearing a stained apron and pushing a book cart.

The latte felt bitter.

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