"Congratulations," Ethan mumbled to the happy couple, his voice barely audible above the revelry. He escaped to the patio, the cool night air offering a small measure of respite from the stifling atmosphere inside. The stars seemed impossibly distant, mocking his own sense of closeness to anything.

He leaned against the railing, his shoulders hunched. The city lights twinkled in the distance, a dazzling display that did nothing to illuminate his own inner darkness. The weight on his chest felt unbearable. He took a deep breath, the air doing nothing to fill the emptiness.

He saw her then, across the patio. Sarah, chatting animatedly with someone. He recognized the laugh, the way she tossed her head back. A pang shot through him, a sharp, sudden pain that stole the air from his lungs. He retreated further into the shadows, wanting only to disappear.

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