The email notification popped up, another one from the university, announcing Dr. Klein's farewell reception. David felt a pang of something akin to being punched in the gut. He rubbed his temples, a dull ache throbbing behind his eyes. He clicked the delete button, refusing to engage.

He spent the rest of the day in a haze. The project he was working on, once exciting, now seemed pointless. The code on his screen swam before him, a jumbled mess of symbols that made no sense. He closed his laptop, the click a final, decisive sound in the quiet room.

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