The vibrant colors of the clinic’s waiting room seemed to mock her. They were meant to be soothing, but instead, they triggered a surge of indignation. The file, filled with someone else’s vibrant, active, and thoroughly *healthy* life, was a slap in the face. She, on the other hand, dealt with a chronic condition and was told to simply "manage it".

"I trust you understand the severity of this oversight," she said, her gaze fixed on the doctor, whose face was a mask of contrition. She didn't wait for a response, her voice sharp.

She gathered her belongings, her movements precise and controlled. "I expect a full explanation," she continued, her voice devoid of warmth. “And I expect it promptly.” She exited the clinic, feeling like a tightly wound spring about to snap.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256