The chill wind nipped at Amelia's exposed skin as she trudged down the path. A single card waited in the mailbox, a bright, cheerful birthday greeting. She didn’t know how she felt. Empty, perhaps.

Inside, the card felt like an accusation. She knew no one had sent it. She knew it had been a mistake from the delivery service, or some other such mundane explanation. Her apartment, usually a refuge, now felt cramped. The walls seemed to close in.

She opened the card, read the generic message, and then placed it on the bookshelf, amongst the rest of her books. She wasn’t hungry.

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