"Magnificent," the curator had declared, his voice booming in the echoing gallery. "Truly, a masterwork." But it wasn't her work. The gallery was displaying a sculpture that bore a striking resemblance to a piece she had abandoned years ago. They had altered some of the finer details and taken the liberty to claim it as their own.

Ava stood in the back of the gallery, hidden by a pillar, listening to the praise. A coldness settled in her bones, a feeling of disconnection from her body. Her hands were clenched into fists, the nails digging into her palms. She wanted to yell, to denounce their deception, but the words stuck in her throat. She simply remained, a ghost in the shadows.

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