The automatic doors of the airport hissed open and closed incessantly, a rhythm that was now profoundly irritating to John. He adjusted his tie, already feeling the oppressive heat of his impending frustration. The delays were a symbol of the modern world’s inherent incompetence.

His business partner’s retirement party. He had been planning the surprise for months. The heartfelt speech, the tailored gift, the carefully orchestrated atmosphere of celebration. Now, all his preparations were in the hands of the airline gods.

He scoffed at the sight of a bored-looking employee leaning against a desk, idly checking his phone. John cleared his throat, but the employee didn't even acknowledge his existence. "Unbelievable," he mumbled, turning away in disgust.

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