The morning sun, usually a welcome guest, felt like a spotlight on Amelia's anxieties. Another day. Another round of the same motions. She pulled herself out of bed, the sheets clinging to her skin, and stared at her reflection. A stranger stared back, eyes dulled, the usual spark extinguished. This emptiness had become a constant companion.

She was surprised when her son, Leo, mentioned his new teacher. "Mr. Henderson? The same one you had, Mom!" Leo’s exuberance was a stark contrast to her own languid state.

Later that day, standing in the bustling school hall, Amelia felt a strange detachment watching the other parents interact. Then she saw him, Mr. Henderson, older now but with the same gentle smile. A wave of something – was it nostalgia, regret, or just a dull ache? – washed over her. He greeted her warmly. “Amelia! Wonderful to see you. Leo’s a great kid.” She mumbled a thank you, the words feeling heavy in her mouth.

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