He stared at the computer screen, the words of the professor’s feedback blurring before his eyes. The glowing cursor blinked mockingly, as if waiting for him to write something, anything. But the inspiration had vanished, replaced by a profound feeling of deflation. It was like a balloon that had been pricked, the air escaping with a slow, hissing sound.

He pushed his chair away from the desk, the movement jerky and uncoordinated. His muscles felt like lead. He wanted to scream, to lash out, but the emotion was trapped within him, a silent pressure. He just wanted to disappear, to vanish into the folds of his rumpled bedsheets.

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