He knew he should be doing something, anything, but the day stretched out before him, a vast and empty plain. He began to climb the stairs, his footsteps echoing in the silence. The attic was like a time capsule, filled with the debris of forgotten lives.

He found a wooden box, its surface etched with intricate carvings. He opened it, revealing a collection of seashells, each one carefully selected, each one polished to a gleam. He picked up one of the shells, running his thumb across its smooth surface. He saw the ocean, felt the spray, for a moment.

Then, the feeling vanished. The shells were just shells. He closed the box, the carvings now just lines. He walked out of the attic, the world as flat and gray 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