The gala was overwhelming, a sea of perfectly coiffed hair and forced smiles. Ethan watched as his friend, David, worked the room, schmoozing with supposed investors, the smooth façade of his "venture capital" career shining brightly. Ethan knew David was still living at home, relying on his parents for support.

He felt a knot form in his stomach. The whole scene felt staged, a performance designed to impress. The expensive wine tasted like ash in his mouth.

He watched David laugh, a loud, artificial sound, and felt his hands clench into fists. He longed to expose the charade, to rip away the mask and reveal the truth, but the thought of the ensuing drama made him recoil. He just wanted to go home.

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