The pawn shop’s stale air was familiar to Noah. He sought refuge here from the world outside, a world that seemed to move at a pace he couldn't grasp. The days blurred together, an endless cycle of routine. He felt like he was trapped, caught in a swirling vortex. He found himself drawn to a case, filled with trinkets and forgotten treasures. And there it was. His grandmother’s ring, the intricate Celtic design, the emerald sparkling faintly.

A rush of memories flooded back, fleeting and then gone. He’d barely known his grandmother. He paid for it, and the transaction was like everything else: empty. He walked out of the shop, the sun a blazing orb in the sky. He had to go somewhere, anywhere.

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