The air conditioning in the administrative building was blasting, but Amelia still felt a chill. The secretary, a woman with perfectly coiffed hair and a practiced smile, had just delivered the news. A mistake. An error. Someone else's name, someone else's future, had been mistakenly placed on her scholarship.

She walked outside, the sun blinding, the sounds of the city distant and muffled. She felt like a puppet whose strings had been cut, all her plans and aspirations suddenly pointless. The vibrant colors of the campus, the laughter of other students, it all felt somehow false, like a movie set.

She needed to get away, she just didn't have the strength to know where to start.

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