"Mr. Peterson? You're *still* teaching?" Amelia asked, the question laced with a deliberate, innocent surprise. Her voice dripped with an almost playful acidity. He had barely aged. The same tweed jacket, the same thinning hair. She could practically feel the phantom pressure of his gaze, judging her posture.

He blinked, a small, almost imperceptible twitch at the corner of his eye.

The library was eerily the same. Same scent of old books and dust. She had to clench her jaw to prevent her grin from widening. The thought of her daughter enduring the same rigid lectures ignited a strange mixture of resentment and morbid amusement. It felt like a cosmic joke.

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