The park bench felt cold against Liam's back. He sat staring at the squirrels, their frantic energy a stark contrast to his own stillness. He'd been drifting through the day, a shadow of himself. He’d found a wallet near the fountain, its contents a small fortune.

He held the wallet, fingers tracing the worn leather. He imagined a life changed by this sudden windfall. Yet the idea didn't excite him, it barely registered. He was detached, like a spectator watching a play he didn't understand. He finally dropped the wallet into a trash can, unable to muster even the effort to make a decision.

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