The ceiling fan spun overhead, each revolution a slow, deliberate creak. Rain lashed against the windowpane, mirroring the heavy feeling in Amelia’s chest. A notification blinked on her phone: a friend request. From Brad. Brad, who used to delight in tripping her in the school hallway, who’d stolen her favorite crayon box and tossed it in the mud. Her thumb hovered over the ‘ignore’ button. A sigh escaped her lips, a puff of air that seemed to carry all the inertia of the afternoon. She felt a vague pressure behind her eyes, the same sensation she got when she’d been staring at a computer screen for too long.

She decided to make a cup of tea, something floral and mild. The water boiled, and she carefully steeped the tea bags, watching the colors deepen. She didn't really want tea.

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