The phone rang, the shrill sound grating on Clara's nerves. She let the answering machine pick it up. A bark, a familiar sound, followed. It was the neighbor, calling about Buster. Clara sighed.

She’d spent the morning staring at the ceiling, unmotivated to do anything. The garden was a mess. Dinner was a forgotten thought. Even the simple tasks seemed impossible. She walked slowly to the backdoor, the world around her faded and bland, preparing herself for the inevitable. The dog's happy bounce felt like an insult.

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