The hum of the washing machine was a monotonous counterpoint to the turmoil within. Sarah stared at the swirling water, a mirror of the confusion churning in her mind. Her friend, Jessica, had called earlier, excited, recalling their graduation party.

“It was the best night of our lives! We danced all night!” Jessica had gushed, remembering the joy.

But all Sarah could dredge up was a feeling of suffocating anxiety. She’d been overwhelmed by the crowd, haunted by a sense of inadequacy, and paralyzed by the fear of being judged. When she described her memories, Jessica had laughed, attributing it to nerves and youthful awkwardness.

Sarah felt profoundly alone, adrift in a sea of shared experiences she couldn't seem to connect with. Her world felt out of alignment.

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