The speech felt like a burden, a heavy weight on her chest. Each word, each sentence, seemed to require a superhuman effort. She felt like she was wading through molasses.

She got ready, but the act was mechanical. Her movements were slow, her reflection a stranger. The car ride was just a series of turns, an automated process.

The party was a blur of noise and forced smiles. She found a quiet corner, away from the throng, and tried to gather herself. She felt a profound inertia, a stubborn resistance to engagement.

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