The doorbell rang, jolting Emily from her stupor. She peered through the peephole, recognizing the mail carrier. With a sigh that deflated her, she opened the door, accepting the pile of envelopes.

Her fingers traced the familiar logo of her high school on one of them. She barely registered it. She dragged herself back inside, the weight of the mail mirroring the weight in her heart.

Later, she found herself staring out the window, the bustling street below appearing far removed. She imagined the reunion, the forced smiles, the superficial conversations. A coldness settled in her stomach at the prospect.

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