The new office was sleek, all glass and chrome, a far cry from the cluttered, familiar workshop. Mark stood in the doorway, hands shoved deep in his pockets, the sterile environment of the art department suddenly a cold, unwelcome shock. He missed the smell of sawdust and varnish. The move to sales, demanded by the top brass, didn't sit well with him.

He felt a tightness in his chest, a sense of being out of place, a fish out of water. He rubbed his hands together, as if trying to warm them, though the office was perfectly climate-controlled. The sound of his own breathing felt loud in his ears.

"You'll get used to it," a voice said cheerfully. It was his new manager. Mark just nodded, unable to muster a reply.

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