The attic was stifling, the air thick with the smell of mothballs and something else she couldn’t place – a lingering melancholy. For weeks, Amelia had been meaning to investigate, but now it felt like a mountain to climb. Her energy was at an all-time low.

She found a box of old letters, tied with string. She flipped through them, each one a window into someone else’s life. She tried to read a few of them, but the words seemed to blur. She couldn’t concentrate, the effort too great. She set the letters down, the words swimming before her eyes.

She left the attic, closing the door behind her. The weight of the world pressed down on her, each step a struggle. The sun shone bright, but she felt nothing of its warmth.

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