He sat on the porch swing, the rhythmic creak a soundtrack to his days of drift. The world seemed to move on without him, bustling with activity, but he was stuck in neutral. The mail arrived: junk, bills, and a thick, official-looking envelope. He set it aside, unmotivated to even open it. Hours passed. Finally, he picked it up, feeling more out of obligation than interest. Inside, a curt letter explained the matter. His father had another child, a daughter. The weight of it settled in his stomach, a dull ache. He stared out at the fading sun, the colors bleeding into the horizon, like his own sense of self.

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