The late afternoon sun cast long shadows across the park, but Amelia barely noticed. She sat slumped on the bench, the chipped paint cold against her fingers. Her takeout coffee had gone cold hours ago, the bitter taste mirroring the hollowness inside. She absently swirled the dregs, the world outside her feeling muted, as if viewed through a dirty window. The vibrant autumn leaves seemed like a play staged for someone else.

Her phone buzzed, a text from Mark. "Running late, babe! Traffic is a beast. Still at the gallery?" She sighed, the air escaping her lungs in a slow, almost imperceptible puff. The gallery, a place she’d looked forward to visiting a week ago, now felt like another chore.

A woman with fiery red hair, a stark contrast to Amelia’s own drab attire, approached. "Excuse me," she said, her voice bright and melodic. "Are you waiting for Mark?" Amelia’s stomach lurched.

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