He shuffled into the professor's office, the papers in his hand feeling heavy as lead. His legs felt like they were filled with sand, each step an effort. He avoided eye contact, staring instead at the threadbare carpet, noticing details he never had before: a faded stain, a loose thread. The words, "Possible Academic Dishonesty," echoed in his mind, each syllable a hammer blow. He had poured his heart and soul into that paper. Now, a deep hollowness resonated inside him. "I... I'm not sure what went wrong," he muttered, his voice flat.

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