The patent application confirmation sat on Agnes's desk, mocking her. "Improved Self-Folding Laundry Basket." The words swam before her eyes. Some corporate hack, probably in a tie and smelling of expensive cologne, had beaten her to it. She balled the paper up, the crinkle a small, satisfying sound in her otherwise silent workshop.

She marched over to the prototype. The delicate origami folds, the carefully chosen lightweight polymers, all rendered pointless. She slammed her fist against it, the plastic shuddering but not breaking. Good. She’d make it indestructible next time.

"So, what do you think, Agnes?" Bernard, her neighbor and unofficial confidante, poked his head in. He carried a plate of cookies. Agnes didn't want them. "Going to celebrate?"

"Celebrate what, Bernard?" She snapped, not even bothering to turn around. "The triumph of mediocrity?"

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242