He stared at the departures board, his vision tunneling in on the words "DELAYED." Each letter seemed to mock him. The cacophony of the airport – the crying babies, the incessant announcements, the smell of stale coffee – amplified his anger.

The audition. The role of a lifetime. The chance to finally break through. He had spent years honing his craft, sacrificing everything for this moment. Now, a broken-down aircraft was threatening to derail his dreams.

He kicked a small garbage can, sending it skittering across the floor. He wanted to shout, to throw something, to cause a scene. Instead, he simply retreated to the corner, crossed his arms and stared blankly ahead.

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