“Another day, another… nothing,” I muttered under my breath, watching the dust motes dance in the weak sunlight. The world felt muffled, distant, as though seen through a thick pane of glass. My cousin, Ben, had requested I watch his daughter, Olivia, for the weekend. Olivia, with her boundless enthusiasm, was currently attempting to braid my hair. I sat there, allowing her sticky fingers to pull at my strands. Later, tidying up, I found a drawing discarded on the floor. A creature with swirling colours, limbs made of stars, and a smile that seemed to know all my secrets. "Cosmo," Olivia had named it. My heart clenched.

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