The air in the gallery was thick with the scent of expensive perfume and pretentious conversation. Amelia leaned against a wall, observing the crowd. She felt utterly disconnected, a ghost in her own life. The vibrant colors of the artwork seemed to mock her internal monochrome. She'd agreed to attend the opening with a friend, but now she wished she was anywhere else. Her phone buzzed. She glanced at the screen. A message: "The lasagna is in the oven. Come home soon. XOXO." It was for “Liam”, not her spouse. She didn't have a spouse named Liam.

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