The coffee cup trembled in Amelia's hand as she read the notes: chronic back pain, opioid dependence, a history of self-harm. Not *her* life. Certainly not the life she'd so meticulously constructed, one of yoga retreats and organic kale smoothies. The nurse, a young woman with a nervous smile, kept apologizing, her voice a thin, reedy stream.

Amelia dismissed her with a wave of a perfectly sculpted hand. It wasn't the nurse's fault, of course. It was the system, the carelessness. But the anger burned within her, a slow, steady fire. She thought of her upcoming charity gala, the meticulously planned seating arrangements, the perfectly curated guest list. This… this mess… threatened to unravel everything.

She smoothed down her silk blouse, the fabric whispering against her skin. "I expect this to be resolved immediately," she said, her voice smooth but precise, each word a carefully placed pin. The nurse, visibly shrinking, nodded frantically.

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