“Another day, another chore,” Sarah muttered, kicking a pebble down the sidewalk. The sun beat down relentlessly, but she felt a chill, a profound lack of vitality. The discovery of the wallet was almost a non-event. Found it by the steps of the grocery store.

The wallet was bursting with cash, enough to escape her dead-end job, her cramped apartment, her stifling routine. She should feel something, anything. But the weight of the wallet felt like nothing compared to the weight on her shoulders. She opened the wallet idly, then closed it again, a sigh escaping her lips.

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