He sat at his desk, staring at the screen, the blinking cursor a mocking reminder of his inability to focus. He'd been trying to write, but the words wouldn't come. His mind was elsewhere, replaying the conversation he’d had with his brother, Ben. They'd been discussing a fishing trip they took.

"Remember the size of that fish? It was huge!" Ben had said, describing their shared memories with enthusiasm.

He couldn't access that same level of excitement. He remembered the freezing cold, the relentless wind, and the bone-deep weariness. He recalled feeling utterly isolated, and watching Ben’s easy joy with a mix of envy and bafflement. He didn’t fit in. When he tried to convey his recollections, Ben just laughed it off.

He leaned back in his chair, the world feeling distant and muffled. Everything was heavy.

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