"Bake a perfect sourdough loaf." Emily read the words aloud, a slight tremor in her voice. Her gaze swept over the cluttered kitchen, a space she used to find comfort in. Now, it was just another stage in her repetitive, predictable days. Mark’s bucket list, hidden in the back of the pantry, was a punch in the gut.

She continued reading, her throat tightening. "Travel through Southeast Asia. Learn to code. Master the art of origami." Why hadn’t he shared any of this with her? Why hadn’t she been able to do any of it with him?

Emily let the book fall open on the counter. The kitchen, usually smelling of her own fresh baked goods, now smelled stale. She thought of the open road, the unknown possibilities and felt the ground beneath her feet give way.

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