The old bookshop felt both suffocating and empty to Clara. She'd inherited the shop, a collection of stories bound in dust and shadows. Her brother, Samuel, had inherited the family's vineyard.

She sat behind the counter, staring at the rows of spines, a feeling of disconnection washing over her. She knew she should feel excited, but a heavy cloak of apathy had settled around her. She struggled even to turn the pages of her favorite book.

Samuel burst into the shop, his face flushed with excitement. “The grapes are doing great this year, Clara! You should come visit!”

Clara managed a weak smile. “Maybe later,” she mumbled, her voice flat. The shop, the books, everything felt distant and irrelevant.

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