The reunion invitation landed with a gentle thud on the already overflowing desk. Jessica pushed it aside, her fingers trailing over the cluttered surface. Everything felt…muted. She’d been moving through the motions of life, going through the daily routines without feeling. The world seemed to be painted in dull grays. She leaned back in her chair, the sudden emptiness in her chest almost unbearable. The thought of the reunion, with its bright lights and forced smiles, felt like a cruel joke.

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