"So, what's up?" asked her friend, Sarah, as they sat down in the cafeteria. The usual cheerful banter felt like an immense effort. She had to explain. The financial aid officer had been blunt, the mistake undeniable. Someone else deserved the money.

She pushed her untouched sandwich around her plate. She picked at the crust, not hungry.

Sarah's face softened. "That sucks, Jess."

Jess just nodded, the words catching in her throat. The thought of finding another job, of dropping classes, of facing that debt, loomed over her like a dark cloud. She looked around at the other students, their futures seemingly secure, and the feeling was crushing.

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