Her shoulders slumped as she opened the last box in the storage unit, a chore she'd been putting off for weeks. The task, sorting through her uncle's belongings, was like navigating a vast, uncharted wilderness of forgotten memories. She took a deep breath, trying to summon some semblance of enthusiasm, or at least, the energy to simply *start*.

Inside, she found a small, ornate box. Inside, photographs. One showed her uncle, a man she knew as a stern and reserved figure, laughing and arm in arm with a group of friends. It was at a party, and her uncle was holding a drink.

A peculiar sensation of displacement filled her. It was as if a crucial piece of a puzzle was missing, and now the picture was shattered. She just wanted to go home.

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