The silence in her apartment was deafening, the quiet punctuated only by the rhythmic thumping of her own heartbeat. She tossed the exam onto the coffee table, the paper landing with a soft thud. A wave of exhaustion washed over her. The hours she’d poured into studying for this test, the sacrifices she'd made - all for naught.

She wrapped her arms around herself, as if trying to physically contain the despair. The thought of facing the next class, the next assignment, filled her with a sense of dread. The world seemed to be moving in slow motion, and she was stuck in place.

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぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239