She stared at the open book, the pages filled with her meticulous notes. Her eyes flicked over the photographs, the maps, the research data. Months she had spent tracing the footsteps of a lost explorer. But the spark had gone out. Now, she was just going through the motions.

An email. Subject: “Regarding the Expedition Project.” The message was short and to the point. “We regret to inform you that another researcher is working on an almost identical project, based on the same findings.”

She closed her laptop, the click echoing in the quiet apartment. A sense of… what? Defeat? The wind outside rattled the window. She wanted to scream. She wanted to disappear. She just wanted it all to stop.

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