The sun was a cruel, insistent spotlight on Sarah’s face as she sat on the patio, the pages of her book blurring before her eyes. The lemonade sat untouched, the ice already melting into tepid water. The heat seemed to seep into her bones, weighing her down. She wanted to do something, anything, but the energy to initiate even the smallest task felt absent.

Her daughter, Chloe, had been unusually quiet lately, always in her room, always with her phone. Sarah had tried to engage her, to talk, but Chloe had brushed her off with short answers and averted eyes. The silence, however, was deafening.

She found herself, almost against her will, standing in front of Chloe's door. She knocked. No response. Sarah opened it. Chloe was out. On the desk, the laptop sat open, displaying a social media feed. Sarah didn't recognize the platform. But the face in the profile picture was undeniably Chloe.

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