"Ugh," Clara muttered, pulling the covers over her head, though the din of the construction next door seeped through the thick fabric. She hadn’t slept well in weeks. Each day bled into the next, a continuous blur of sameness. She dreaded the thought of getting up, of facing the sun and the responsibility of… well, of everything.

The air felt thick, heavy with an inexplicable burden. The rhythmic hammering became an angry pulse against her skull. She wanted to scream, to shatter something, to break the monotony. But instead, she just burrowed deeper, pulling the comforter up around her until she was swallowed in the darkness, the world outside fading into a distant hum.

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