Liam slammed the newspaper down on the table, the sharp sound echoing in his small apartment. The review was a cruel blow, a brutal dissection of his carefully crafted menu. He slumped in the chair, a feeling of desolation washing over him. The critic had called his food "pretentious" and "ultimately unsatisfying". He hated the critic's words.

He looked around at his cramped space, the stacks of cookbooks, the worn cutting boards. They seemed to mock him. He felt hollowed out, as if all his passion had been drained away. He didn't want to cook. He didn't want to think about food. He just wanted to disappear.

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