He walked the familiar streets of the neighborhood, but the world looked unfamiliar. The vibrant hues of the autumn leaves, normally so uplifting, appeared muted. He saw the kids playing in the park, the scene lacking the usual charm. He'd been looking forward to this season and now all he saw was a void. He felt a deep sense of emptiness. He trudged past the gym, where he'd spent countless hours preparing, but the building was now just a collection of bricks and mortar. He lowered his gaze to the pavement.

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