The routine of her days had become unbearable. Emily went through the motions of work and meals, but her actions lacked any energy. The tasks she performed became a tedious exercise. Nothing brought her joy.

She began to spend most of her time on her couch, watching television, but couldn’t follow the plots. Her mind was elsewhere, lost in a maze of what-ifs. She felt a vague sense of unease.

She began to withdraw, avoiding the phone calls from her friends, avoiding the texts. She wanted to remain alone, enveloped in the heavy atmosphere of her home. The walls seemed to be closing in.

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