A sigh escaped Ethan's lips as he sat in the cold, hard chair. The investigation felt relentless, a slow, grinding machine. The professor's words – "identical phrasing," "lack of originality" – bounced around in his skull, a cruel soundtrack to his current state. He stared at the blank screen of his laptop, the cursor blinking accusingly. He felt drained, the energy having been entirely sucked out of him. His appetite was completely gone. "I can't believe this is happening," he said to himself, the statement more of a deflated exhale.

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