The air in the office felt thick, stifling. David leaned back in his chair, staring blankly at the computer screen. The words swam before his eyes, blurring and indistinct. He felt the same feeling of emptiness that had been plaguing him since yesterday.

Mr. Finch. The same history teacher who had made him feel so incompetent and small. Now, this man would influence his son, Jack.

He closed his eyes, remembering the cruel comments, the feeling of being constantly inadequate. The weight of it all was crushing. He longed to be anywhere but here, anywhere but facing the reality of his son's future.

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