Rain lashed against the window, mirroring the storm inside Amelia. She stared at the blurry reflections, a dull ache settling in her chest. A series of short, sharp barks shattered the quiet. Buster. She knew it was. The neighbor’s dog. He was always finding his way into her garden.

She didn't move. The image of the soaked dog, happily bounding through her flowerbeds, didn't bother her. What was the point of getting upset? Everything was just...the same, day after day. Finally, a persistent scratching at the back door forced her to action. With sluggish movements, she found her raincoat, the rubbery scent familiar and uninviting. The outside was just as grey as the inside.

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