The office air felt stale, the fluorescent lights harsh and unforgiving. Ethan slumped in his chair, the weight of the day – or, rather, the weight of the impending separation from his friend, Ben – pressing down on him. The mundane tasks of the day seemed impossible.

He kept glancing at his watch, not in anticipation, but in dread of the minutes ticking away. Each one brought him closer to the day Ben departed. He found it difficult to focus on anything.

He picked at the corner of a sticky note, shredding it into tiny, meaningless pieces. The energy he once had now felt like a distant memory, replaced by a slow, creeping fatigue.

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