The air in the garage was thick with the scent of motor oil and forgotten projects. Mark ran a hand across the dusty surface of his father’s workbench. A project he'd been putting off for months. He felt a deep inertia. He'd been avoiding it. He opened a drawer, revealing tools long unused. He was just going through the motions.

He found a letter tucked away in the back, the handwriting familiar and comforting. Addressed to his younger brother, it was a chronicle of his teenage anxieties, fears and hopes. Reading it, the years fell away, he felt a strange kinship with the boy who had penned those words. He closed his eyes, a feeling of disconnection flooding through him, he felt like he was watching his life unfold from a distance.

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