The constant noise of the dorm grated on his nerves. He retreated to his headphones, blocking out the world with music, the same playlist repeated again and again. He felt a profound sense of disconnectedness.

The journal. He knew. The open book, the averted eyes of his roommate, Chris. He knew, and he didn’t know what to do about it. The world suddenly felt dirty.

Chris sat on his bed, running a hand through his hair. “I messed up,” he stated simply. His voice was weary. He sat there looking as if he was waiting for a punishment. The air between them, thick with the unsaid, was stifling.

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