The fluorescent lights of the grocery store buzzed, another tedious Tuesday. Liam trailed behind his shopping cart, the rhythm of his footsteps echoing the hollow space inside him. Everything felt muted, as though viewed through a thick pane of glass. Then, a guitar, the opening bars unmistakable, spilled from the store's speakers. His song. He’d written it after his grandmother passed. A cover version, upbeat and poppy, distorted the pain he’d so carefully crafted. He felt a jolt of something akin to fury, followed by the weary droop of his shoulders, then nothing at all. He grabbed a box of cereal, mechanically, and moved toward the checkout.

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