The bustling coffee shop felt distant, muffled, to Chloe. She sat hunched over her latte, which had grown cold. Her phone vibrated. A friend request. From Derek. Derek, who made sure she was always at the bottom of the social ladder.

Her shoulders slumped. His profile displayed a life of success and popularity. She felt a twinge of something akin to jealousy. A heavy weight seemed to settle in her chest, making it difficult to breathe.

She pushed her chair back from the table. The thought of joining the world seemed difficult. She just wanted to go home and hide. The world felt heavy on her shoulders.

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