The campus felt alien. The laughter, the energy, the constant movement of people felt like a foreign language he had forgotten. He wandered aimlessly, the weight of his backpack feeling crushing.

The evidence was undeniable: the misplaced journal, the telltale glance, the awkward silence that had settled between him and his roommate, Alex. He felt an urge to disappear.

He found himself sitting by the lake, watching the ducks glide across the water. Alex approached, hands shoved in his pockets. “Look, I… I didn’t mean to. I’m really sorry.” The words were a tiny pebble dropped into the vast ocean of his apathy.

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