“Hey, what are you doing later?” Mark asked, barely glancing up from his phone. His friend, Kevin, just shook his head, staring at the closed notice board. "I don't know, man. Nothing, probably."

Mark wasn't surprised. He knew Kevin had always felt adrift, but the closure just amplified it. He started feeling that feeling too. He'd find himself staring out the window, hours at a time, watching the world go by.

He felt as though the wind had been knocked out of him. He was a small boat tossed about in a chaotic sea, without a sail or an anchor. He lost himself in the endless feeds of social media.

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