The stairs seemed steeper than usual. The attic loomed, a repository of forgotten things. Clara ascended, her pace slow, her energy low. The house had seemed less like a home today.

She didn't want to be here. She really didn't.

She found a forgotten box beneath a pile of discarded lampshades. Inside, a collection of old Christmas ornaments. Delicate glass baubles, each with a story. A small, wooden angel, chipped but still beautiful, caught her eye. She held it, tracing the worn paint, and felt a pang of longing. She was tired of all this.

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