The morning commute felt strangely impersonal, the faces on the train blurred and indistinct. He felt detached from the city, from his life. He found the news during his usual morning scroll: “The Sweet Tooth Bakery: Last Day!” The smell of their croissants, the familiar cheer of the staff. Gone. He leaned back against the train window, the rhythmic clatter of the tracks doing nothing to soothe the growing emptiness within. He stared out the window, the cityscape a distant landscape.

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