Mark felt like he was living in slow motion. Each day crawled by, devoid of color or excitement. He watched the world pass him by, but he felt unable to truly engage with it.

His son, Jack, had declared, "Ms. Johnson is my English teacher! You said she was great, Dad!"

Standing in the hallway, Mark saw Ms. Johnson, older but still radiating that same warmth and intelligence. The encounter stirred something within him, a sense of… failure? As Ms. Johnson chatted with Jack, Mark felt a sudden, intense weariness, a profound sense of loss. He nodded, offering a weak smile, but the words felt stuck in his throat.

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