The news washed over David in a wave of cold dread. The scholarship denial, a sentence of sorts. He felt a profound sense of isolation. His phone vibrated with a message from a friend, but he ignored it, his thumb hovering over the "delete" button.

His apartment felt smaller, the walls closing in. He wandered aimlessly from room to room, touching objects without seeing them. He opened the fridge and stared at its contents, a collection of leftovers that suddenly seemed unappetizing. He had worked so hard, sacrificed so much.

He sat down on the floor, back against the sofa, knees drawn up to his chest. He was a stone statue, immobile. The world continued to spin, but he felt disconnected, adrift.

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