John wandered the house in the fading light, the shadows stretching and growing. He had made dinner, but the thought of eating felt unappealing. He pushed the food away, untouched. The house felt too quiet, too empty.

He'd noticed his son, Liam, being increasingly secretive, always with his headphones on, his gaze glued to his phone screen. He kept to himself more, his usual boisterous energy replaced by a quieter, more withdrawn demeanor.

He went to Liam's room. The door was closed. He knocked softly, then louder. No answer. He opened the door. Liam wasn't there. On the desk, the computer monitor glowed, displaying a social media feed with a username he didn't know. The profile picture was clearly his son, but the content… it was a stranger.

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