The bus ride home was a blur of faces and noise. Everything seemed to fade into a hazy background for Sam. He stared out the window, watching the world drift by like a poorly edited film. The vibrant greens and blues of the countryside were muted, greyed out. He felt like he was observing everything through a pane of clouded glass.

The news had hit hard. All the training, the sacrifices, the hours spent practicing. He felt as if a vital piece of his self had been torn away. He’d tried to focus on his schoolwork, but the words on the page were blurry and indistinct. He felt detached, as though he was floating above himself.

The bus rattled to a stop, and he got off, dragging his feet. The walk from the bus stop to his house had never seemed so long.

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