The kitchen was quiet except for the ticking of the clock. Amelia stared at the unopened boxes stacked in the corner. Organizing them felt like a monumental task. She was so incredibly drained. She was supposed to be unpacking the kitchen after the move.

She stumbled upon a shoebox hidden in the back of the pantry. Inside, a collection of old letters. Among them, a draft letter, unfinished. Her father's neat script, scrawled with frustration and an aching desire for a different life. A letter of resignation, never sent, but its sentiments clear.

Amelia leaned against the counter, the words slowly sinking in. She knew that emptiness intimately. She felt her own fatigue magnified. She felt a profound connection to her father's past emotions. She ran a hand through her hair, the weight of the day settling upon her.

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