The world was a haze to Ethan. He moved through his day as if underwater, everything muffled and indistinct. The yard sale was a pointless endeavor, a way to fill time that was not a meaningful pursuit. He kept walking, lost in thought.

He stopped suddenly. A flash of color caught his eye. On a table displaying toys from bygone eras, was a familiar sight. A small, brown teddy bear, missing an eye. It was his.

"How much?" he heard himself ask. The seller, a teenager engrossed in a video game, looked up briefly. "Fifty cents." He paid and clasped the bear. Something in the familiar touch of the worn fabric broke the spell of the aimless day.

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