The harsh fluorescent lights of the departure gate seemed to glare down at Sarah. Her suitcase, usually a cheerful companion, now felt like a leaden burden dragging her to the floor. She sat motionless, her gaze fixated on the flashing departure board. Her brother's graduation, the reason for her trip, was slipping away.

She let out a long, drawn-out exhale. A heavy fatigue settled over her, a physical exhaustion that had nothing to do with sleep deprivation. Her hands lay limp in her lap. She felt detached, as if watching her own body from a distance.

Each minute ticked by, a relentless countdown. A wave of regret washed over her, and she whispered to herself. There was nothing more she could do.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239