The pawn shop’s atmosphere, heavy with the weight of forgotten histories, seemed to press down on Olivia. Each day, the same routine, the same gray monotony. She felt adrift, untethered. She’d stopped expecting joy. She saw the ring almost immediately. The intricate design, the emerald center stone. Her grandmother’s engagement ring.

A brief flicker of something – recognition, perhaps – passed through her. She bought it, her voice barely a whisper. The clerk didn't look up. As she walked outside, the sun was sinking, casting long shadows. Holding the ring, she felt a profound sense of… nothing at all. Just emptiness. The ring felt cold against her skin.

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