He found the list tucked inside a battered copy of "Moby Dick," a book he’d always considered pretentious. He, Thomas, scanned the messy handwriting with a curl of his lip. "Visit the Amazon rainforest." Really? After all their carefully planned trips to the opera?

The words seemed to mock him, each wish a tiny pinprick against his carefully constructed world. He hated the implication that his life, their life, was somehow...lacking. He felt a knot tighten in his stomach.

"Try skydiving?" He snorted. The audacity. He slammed the book shut, the sound echoing in the otherwise quiet room. He walked to the window, staring out at the manicured lawn, the perfect symmetry of the garden. A perfect life. It should have been enough.

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