The familiar hum of the laboratory felt different today, oppressive. He ran a hand through his hair, a gesture that had become almost automatic. The familiar scent of chemicals, usually a source of comfort, now churned in his stomach. His mentor’s chair remained unoccupied, a stark emblem of his sudden departure.

He forced himself to approach the experiment bench, the tools feeling alien in his hands. The equations on the whiteboard swam before his eyes. He sat down and propped his head with his hand, trying to focus, but the task felt impossible. His shoulders slumped, the weight of the world pressing down on him. The excitement he used to feel for this science was gone, replaced by a dull ache.

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