The scent of freshly brewed coffee, usually a source of comfort, now just hung in the air, a reminder of the day ahead. Emily sat at her new desk in the communications department. She had been moved from the legal team, a move she knew would be difficult. She felt a vague sense of dread, a constant, low hum of disinterest.

She glanced at the stack of documents, the emails piling up in her inbox. She ran her hand through her hair, a gesture of exhaustion. She felt like a car with a flat tire, unable to move forward.

Her new colleagues seemed friendly enough, but she struggled to engage in conversation. When she was asked about her weekend, she merely shrugged, offering a noncommittal response.

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