Maya wandered into the pawn shop, the fluorescent lights buzzing overhead, another day blending into the next, each one an echo of the last. She was simply going through the motions. The shop, a repository for forgotten things, resonated with her current state of mind. Her eyes fell upon a ring. The intricate knotwork pattern, the ruby at its center. Her grandmother’s engagement ring.

A jolt, like a tiny electric shock, ran through her. She felt like she should be devastated, yet… nothing. Just a dull ache in her chest. She bought it. The clerk barely looked up. She walked out of the store, and into the afternoon. She wasn't sure what to do with the ring, or with herself.

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