"Overcooked, under-seasoned, and utterly predictable," the critic had written. Amelia, the chef, crumpled the newspaper in her hand, the sound a sharp crack in the otherwise quiet kitchen. A headache was blooming behind her eyes, throbbing in time with the slow drip of a leaky faucet. She absently rubbed her temples, the pressure doing little to ease the ache. Even the familiar clatter of pans and the sizzle of the stove seemed to grate on her nerves, each sound a tiny pinprick against an already raw nerve. She found herself staring blankly at the wall, at a poster of a Tuscan landscape, its beauty now lost on 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