The coding academy's common room buzzed with the chatter of eager students, a sound that always energized Sam. Today, it felt like an irritating background noise. His shoulders were slumped, his posture suggesting a loss of buoyancy. The thrill had disappeared.

A text from his instructor asked him to attend a meeting. He sat and waited, as the rest of the class continued their tasks.

The room he was called to had a single person in it, and a laptop displaying the exact same code that Sam had spent his time writing. A sense of utter, inexplicable emptiness took hold.

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