The new house felt too big, too empty. David stared at the pristine white walls of the living room, a blank canvas that offered no inspiration. He’d envisioned a vibrant space, filled with laughter and activity, but the reality felt flat and lifeless. Each movement was labored, each thought a burden.

He found himself in the study, tracing the lines of the built-in bookshelves. The previous owner had been a meticulous collector of curiosities. He pulled at a seemingly static shelf, and felt a give. A previously unobserved seam in the wood allowed him to discover a secret.

With a click, the shelf slid sideways, revealing a hidden passage. The air inside felt different, more alive.

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