He stared at the whiteboard in his apartment. Scribbled equations, diagrams, notes, all symbols of a plan that now seemed to crumble. Professor Dubois's departure had been sudden. A prestigious offer, of course. For him, a gaping void was left. He rubbed his hands across his face, a gesture of exhaustion.

He found it hard to concentrate. The television blared in the background, but he couldn't follow the plot. He tried to read a chapter from a textbook, but his eyes kept drifting across the lines, absorbing nothing. The world seemed to have lost its color, a dull gray haze.

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