The days bled into each other, a constant, unchanging stream. She felt like a puppet, her strings cut, her movements without purpose. She went through the motions, a hollow echo of the person she once was. Then, she witnessed the devastation.

The tree she had nurtured, the one she had dedicated to her grandmother, was gone. A gaping wound in the familiar landscape. A sudden chill permeated her being, a physical sensation she couldn't dismiss. Her mouth opened, as if she intended to speak, but no sound emerged. She simply stood, frozen, the world around her tilting.

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