The coffee tasted like dirt. Amelia stared at the swirling brown liquid, the steam doing little to warm her chilled hands. Her research notes lay scattered around her, a chaotic mess mirroring the jumble in her head. Professor Davies' email, the one announcing his departure, was still open on her laptop screen, its sterile black font mocking her with the weight of its news. The seminar on post-structuralist critiques of space was now a pointless exercise. She pushed the cup away, the sudden silence of the library a heavy blanket. The deadline for her proposal loomed, a monstrous shadow she couldn't seem to shake.

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