The dust motes danced in the lone ray of sunlight. The climb to the attic left Emily breathless. She had a feeling she should be making progress, be ‘doing’ something, anything, but the feeling was detached, distant, as though belonging to someone else.

In one corner, she noticed a stack of old books. She picked one up, its cover faded, its pages brittle. She opened it, and a pressed flower, its petals crumbling, fell to the floor. She knelt to pick it up, then let it drop. The flower was beautiful, once. Now it was just a fragile reminder of a time that was gone.

She closed the book and replaced it on the shelf. She felt like all the colors of the world had leached away. She walked out of the attic, the sunlight of the day as bright and empty as before.

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