The morning air felt heavy, like wading through molasses. Liam stared out the bus window, the passing scenery blurring into an indistinct mess of colors and shapes. The school year felt like it would stretch on forever, an endless, monotonous loop. He checked his phone, a ritual born of habit rather than enthusiasm. His math teacher, Ms. Evans, had started following his TikTok account. He hadn’t posted anything in weeks, and what he *had* posted was, at best, banal. He thought he should delete the whole thing.

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