The silence in his dorm room was deafening. Kevin kept expecting his phone to ring, for a professor to show up. He felt as though he was waiting to be called into a game where he wasn’t sure of the rules. The essay, the alleged plagiarism, the possible expulsion - the consequences swam in his awareness.

He found himself staring at his reflection in the window, seeing a stranger. His eyes, usually bright, were dull, lacking focus. He dragged a hand across his face, not feeling the texture of his skin.

He felt like a puppet. He knew the strings were there. He just didn't want to move.

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