"Another hour," the gate agent chirped, her voice dripping with artificial cheer. Sarah nearly growled. This was the third announcement, and each one chipped away at the fragile peace she’d desperately clung to. Her mother's art exhibition, a lifetime of dedication, was the reason for her trip. The opening would be starting, and she wouldn’t be there. The agent continued, "We apologize for any inconvenience..."

She slammed the magazine shut, the sound echoing in the cavernous space. The airport’s relentless bustle felt like a personal insult, people rushing to vacations and reunions. She pictured her mother, alone, the culmination of all her efforts. She leaned against the wall, her arms crossed, the cold seeped into her bones. *Inconvenience*, she repeated silently, a bitter taste in her mouth.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250