The attic air tasted of dust and forgotten things. Rain drummed a slow, dreary rhythm on the roof. Amelia trailed a finger across a trunk, the wood cool and unyielding. The task had been set by her mother: clear out the relics of her own childhood. Amelia had agreed, mostly because saying no felt like too much effort.

She opened the trunk. Inside, neatly stacked, were notebooks. Page after page, crammed with her mother's precise handwriting. Math problems, history reports, short stories… Amelia felt a strange, detached curiosity bloom within her. Why had her mother kept all this?

A wave of something akin to ennui washed over her. She sank onto the dusty floor, legs splayed, and pulled out a tattered book. The cursive, so familiar, felt alien. She read a poem, and a profound sense of the futility of things settled in her chest.

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