She spent her days rearranging the books on her shelves, a pointless exercise that filled the hours. Sunlight streamed through the tall windows of her apartment, illuminating the dust motes that danced in the air. She’d tried to paint again, but the colors seemed flat and lifeless, failing to capture any sense of vibrancy. Even the scent of turpentine, which once invigorated her, felt stale now.

A package arrived, postmarked from a town she hadn't visited in decades. Inside, a small, worn box and a letter. The letter was an apology. For a betrayal, she’d been carrying like a stone in her stomach for a very long time.

She opened the box. It held a small wooden bird, its painted feathers chipped and faded. She traced the carving with her fingertip, a sense of detached curiosity washing over her. She turned it in her hand, feeling the weight of the wood, its stillness mirroring her own. She put it on the shelf, between two other objects, and carried on, nothing changed.

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